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statistics.txt
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statistics.txt
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Training Corpus INFO
Number of documents in HEALTH category: 433
Number of documents in POLITICS category: 357
Number of documents in SPORT category: 464
Train set: 939
All words (939, 37808)
One sign (939, 37733)
Lower (939, 33924)
Alpha (939, 26501)
Stopwords (939, 26481)
TV Set (939, 26475)
POS (939, 26430)
STEM(939, 18904)
(939, 18840)
----------------- BernoulliNB_bool -----------------
| P |
| O |
| H L |
| E I S |
| A T P |
| L I O |
| T C R |
| H S T |
---------+-------------+
HEALTH | <99> 2 8 |
POLITICS | 3 <67> 20 |
SPORT | 1 1<114>|
---------+-------------+
(row = reference; col = test)
Accurancy: 0.8888888888888888
Document HEALTH/U.N. calls on Israel Palestinians to prosecute Gaza war crimes.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Cycling-Pedal power rules the roads in Utrecht.txt: Label: HEALTH => Result: SPORT
Document HEALTH/Premature babies cared for in Newcastles RVI - BBC News.txt: Label: HEALTH => Result: SPORT
Document HEALTH/NHS lags behind other countries health systems - BBC News.txt: Label: HEALTH => Result: SPORT
Document HEALTH/Brithdir Care Home NMC says poor care led to patient deaths - BBC News.txt: Label: HEALTH => Result: SPORT
Document HEALTH/Pedal power rules the roads in Utrecht.txt: Label: HEALTH => Result: SPORT
Document HEALTH/Tangled up in blue A sticky end to sleeping sickness - BBC News.txt: Label: HEALTH => Result: SPORT
Document HEALTH/Care in the UK The costs you face - BBC News.txt: Label: HEALTH => Result: SPORT
Document HEALTH/U.S. Congress inquiry into Planned Parenthood widens.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Warning that adult social care under stress and strain - BBC News.txt: Label: HEALTH => Result: SPORT
Document POLITICS/Labour leadership Andy Burnham car share - BBC News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Scotland to ban GM crop growing - BBC News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/NHS lags behind other health systems - BBC News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/Israel targets Hamas base after gunfire from Gaza.txt: Label: POLITICS => Result: SPORT
Document POLITICS/State senator asks Justice Department to monitor gay marriage in Texas.txt: Label: POLITICS => Result: SPORT
Document POLITICS/EU referendum Purdah explained by Prof Robert Hazell - BBC News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Death toll in IS Yemen mosque attack rises to 32.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Changes in inheritance tax threshold after April 2017 - BBC News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Guatemalan president accused of corruption resigns spokesman.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Greek pro-bailout Yes vote in referendum ahead survey.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Video Jon Stewart signs off from The Daily Show - Telegraph.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Krauthammer Police in the United States are defenseless Fox News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Nissan invests 100m in Sunderland plant - BBC News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/US moving F-16s to Turkey Fox News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/White House No threat detected from China navy ships in Bering Sea.txt: Label: POLITICS => Result: SPORT
Document POLITICS/George Osborne vies with Larry the cat to be chief mouser - Telegraph.txt: Label: POLITICS => Result: SPORT
Document POLITICS/X Japan to play concert premiere film in London.txt: Label: POLITICS => Result: SPORT
Document POLITICS/MPs urged to consider bombing IS targets in Syria - BBC News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Bush discusses debate performance says analyzing Trump is above his paygrade Fox News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Jeremy Corbyn Tony Blair must explain illegal Iraq war - BBC News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Wife of retired Supreme Court Justice Stevens dies Fox News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Exam focus damaging pupils mental health says NUT - BBC News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/Fox-hunting ban repeal Portillo vs. Brian May - BBC News.txt: Label: POLITICS => Result: SPORT
Document SPORT/BBC Sport - World Anti-Doping Agency to investigate athletics doping claims.txt: Label: SPORT => Result: HEALTH
Document SPORT/South Dakota tribe returning 25000 donation from Redskins.txt: Label: SPORT => Result: POLITICS
Precision:
{'HEALTH': 0.9611650485436893,
'POLITICS': 0.9571428571428572,
'SPORT': 0.8028169014084507}
Recall
{'HEALTH': 0.908256880733945,
'POLITICS': 0.7444444444444445,
'SPORT': 0.9827586206896551}
F Measure
{'HEALTH': 0.9339622641509434,
'POLITICS': 0.8375,
'SPORT': 0.8837209302325582}
----------------- BernoulliNB_int -----------------
| P |
| O |
| H L |
| E I S |
| A T P |
| L I O |
| T C R |
| H S T |
---------+-------------+
HEALTH | <99> 2 8 |
POLITICS | 3 <67> 20 |
SPORT | 1 1<114>|
---------+-------------+
(row = reference; col = test)
Accurancy: 0.8888888888888888
Document HEALTH/U.N. calls on Israel Palestinians to prosecute Gaza war crimes.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Cycling-Pedal power rules the roads in Utrecht.txt: Label: HEALTH => Result: SPORT
Document HEALTH/Premature babies cared for in Newcastles RVI - BBC News.txt: Label: HEALTH => Result: SPORT
Document HEALTH/NHS lags behind other countries health systems - BBC News.txt: Label: HEALTH => Result: SPORT
Document HEALTH/Brithdir Care Home NMC says poor care led to patient deaths - BBC News.txt: Label: HEALTH => Result: SPORT
Document HEALTH/Pedal power rules the roads in Utrecht.txt: Label: HEALTH => Result: SPORT
Document HEALTH/Tangled up in blue A sticky end to sleeping sickness - BBC News.txt: Label: HEALTH => Result: SPORT
Document HEALTH/Care in the UK The costs you face - BBC News.txt: Label: HEALTH => Result: SPORT
Document HEALTH/U.S. Congress inquiry into Planned Parenthood widens.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Warning that adult social care under stress and strain - BBC News.txt: Label: HEALTH => Result: SPORT
Document POLITICS/Labour leadership Andy Burnham car share - BBC News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Scotland to ban GM crop growing - BBC News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/NHS lags behind other health systems - BBC News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/Israel targets Hamas base after gunfire from Gaza.txt: Label: POLITICS => Result: SPORT
Document POLITICS/State senator asks Justice Department to monitor gay marriage in Texas.txt: Label: POLITICS => Result: SPORT
Document POLITICS/EU referendum Purdah explained by Prof Robert Hazell - BBC News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Death toll in IS Yemen mosque attack rises to 32.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Changes in inheritance tax threshold after April 2017 - BBC News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Guatemalan president accused of corruption resigns spokesman.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Greek pro-bailout Yes vote in referendum ahead survey.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Video Jon Stewart signs off from The Daily Show - Telegraph.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Krauthammer Police in the United States are defenseless Fox News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Nissan invests 100m in Sunderland plant - BBC News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/US moving F-16s to Turkey Fox News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/White House No threat detected from China navy ships in Bering Sea.txt: Label: POLITICS => Result: SPORT
Document POLITICS/George Osborne vies with Larry the cat to be chief mouser - Telegraph.txt: Label: POLITICS => Result: SPORT
Document POLITICS/X Japan to play concert premiere film in London.txt: Label: POLITICS => Result: SPORT
Document POLITICS/MPs urged to consider bombing IS targets in Syria - BBC News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Bush discusses debate performance says analyzing Trump is above his paygrade Fox News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Jeremy Corbyn Tony Blair must explain illegal Iraq war - BBC News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Wife of retired Supreme Court Justice Stevens dies Fox News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Exam focus damaging pupils mental health says NUT - BBC News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/Fox-hunting ban repeal Portillo vs. Brian May - BBC News.txt: Label: POLITICS => Result: SPORT
Document SPORT/BBC Sport - World Anti-Doping Agency to investigate athletics doping claims.txt: Label: SPORT => Result: HEALTH
Document SPORT/South Dakota tribe returning 25000 donation from Redskins.txt: Label: SPORT => Result: POLITICS
Precision:
{'HEALTH': 0.9611650485436893,
'POLITICS': 0.9571428571428572,
'SPORT': 0.8028169014084507}
Recall
{'HEALTH': 0.908256880733945,
'POLITICS': 0.7444444444444445,
'SPORT': 0.9827586206896551}
F Measure
{'HEALTH': 0.9339622641509434,
'POLITICS': 0.8375,
'SPORT': 0.8837209302325582}
----------------- BernoulliNB_tfidf -----------------
| P |
| O |
| H L |
| E I S |
| A T P |
| L I O |
| T C R |
| H S T |
---------+-------------+
HEALTH | <99> 2 8 |
POLITICS | 3 <67> 20 |
SPORT | 1 1<114>|
---------+-------------+
(row = reference; col = test)
Accurancy: 0.8888888888888888
Document HEALTH/U.N. calls on Israel Palestinians to prosecute Gaza war crimes.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Cycling-Pedal power rules the roads in Utrecht.txt: Label: HEALTH => Result: SPORT
Document HEALTH/Premature babies cared for in Newcastles RVI - BBC News.txt: Label: HEALTH => Result: SPORT
Document HEALTH/NHS lags behind other countries health systems - BBC News.txt: Label: HEALTH => Result: SPORT
Document HEALTH/Brithdir Care Home NMC says poor care led to patient deaths - BBC News.txt: Label: HEALTH => Result: SPORT
Document HEALTH/Pedal power rules the roads in Utrecht.txt: Label: HEALTH => Result: SPORT
Document HEALTH/Tangled up in blue A sticky end to sleeping sickness - BBC News.txt: Label: HEALTH => Result: SPORT
Document HEALTH/Care in the UK The costs you face - BBC News.txt: Label: HEALTH => Result: SPORT
Document HEALTH/U.S. Congress inquiry into Planned Parenthood widens.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Warning that adult social care under stress and strain - BBC News.txt: Label: HEALTH => Result: SPORT
Document POLITICS/Labour leadership Andy Burnham car share - BBC News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Scotland to ban GM crop growing - BBC News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/NHS lags behind other health systems - BBC News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/Israel targets Hamas base after gunfire from Gaza.txt: Label: POLITICS => Result: SPORT
Document POLITICS/State senator asks Justice Department to monitor gay marriage in Texas.txt: Label: POLITICS => Result: SPORT
Document POLITICS/EU referendum Purdah explained by Prof Robert Hazell - BBC News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Death toll in IS Yemen mosque attack rises to 32.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Changes in inheritance tax threshold after April 2017 - BBC News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Guatemalan president accused of corruption resigns spokesman.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Greek pro-bailout Yes vote in referendum ahead survey.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Video Jon Stewart signs off from The Daily Show - Telegraph.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Krauthammer Police in the United States are defenseless Fox News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Nissan invests 100m in Sunderland plant - BBC News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/US moving F-16s to Turkey Fox News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/White House No threat detected from China navy ships in Bering Sea.txt: Label: POLITICS => Result: SPORT
Document POLITICS/George Osborne vies with Larry the cat to be chief mouser - Telegraph.txt: Label: POLITICS => Result: SPORT
Document POLITICS/X Japan to play concert premiere film in London.txt: Label: POLITICS => Result: SPORT
Document POLITICS/MPs urged to consider bombing IS targets in Syria - BBC News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Bush discusses debate performance says analyzing Trump is above his paygrade Fox News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Jeremy Corbyn Tony Blair must explain illegal Iraq war - BBC News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Wife of retired Supreme Court Justice Stevens dies Fox News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Exam focus damaging pupils mental health says NUT - BBC News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/Fox-hunting ban repeal Portillo vs. Brian May - BBC News.txt: Label: POLITICS => Result: SPORT
Document SPORT/BBC Sport - World Anti-Doping Agency to investigate athletics doping claims.txt: Label: SPORT => Result: HEALTH
Document SPORT/South Dakota tribe returning 25000 donation from Redskins.txt: Label: SPORT => Result: POLITICS
Precision:
{'HEALTH': 0.9611650485436893,
'POLITICS': 0.9571428571428572,
'SPORT': 0.8028169014084507}
Recall
{'HEALTH': 0.908256880733945,
'POLITICS': 0.7444444444444445,
'SPORT': 0.9827586206896551}
F Measure
{'HEALTH': 0.9339622641509434,
'POLITICS': 0.8375,
'SPORT': 0.8837209302325582}
----------------- DecisionTreeClassifier_bool -----------------
| P |
| O |
| H L |
| E I S |
| A T P |
| L I O |
| T C R |
| H S T |
---------+-------------+
HEALTH | <91> 10 8 |
POLITICS | 11 <73> 6 |
SPORT | 2 2<112>|
---------+-------------+
(row = reference; col = test)
Accurancy: 0.8761904761904762
Document HEALTH/U.N. calls on Israel Palestinians to prosecute Gaza war crimes.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Cycling-Pedal power rules the roads in Utrecht.txt: Label: HEALTH => Result: SPORT
Document HEALTH/The women driven mad with rage by HUNGER Hormones affecting appetites and moods can lead to hunger-induced anger Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/New York governor to send inspectors to NYC after deadly illness.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Mother with breast cancer shaves her hair into a bright pink MOHAWK Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/FDA Approves First Pill Made by 3D Printing WebMD.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Ice bucket challenge Whats happened since - BBC News.txt: Label: HEALTH => Result: SPORT
Document HEALTH/Sir Michael Parkinson is given the all-clear after prostate cancer treatment Daily Mail Online.txt: Label: HEALTH => Result: SPORT
Document HEALTH/How to get a body like a Made In Chelsea star as revealed by shows trainer Daily Mail Online.txt: Label: HEALTH => Result: SPORT
Document HEALTH/Pedal power rules the roads in Utrecht.txt: Label: HEALTH => Result: SPORT
Document HEALTH/Treat whole person by bringing behavioral health into primary care docs.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Medtronic recalls loading system for heart device.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Care in the UK The costs you face - BBC News.txt: Label: HEALTH => Result: SPORT
Document HEALTH/HALF of women wont reveal their natural hair colour to partners Daily Mail Online.txt: Label: HEALTH => Result: SPORT
Document HEALTH/Warning that adult social care under stress and strain - BBC News.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/New York to clean cooling towers in outbreak area by Sunday mayor.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/17-stone mother drank NINE cups of green tea a day and drop eight dress sizes Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Weight-loss Thin Ice CLOTHING hacks your metabolism makers claim Daily Mail Online.txt: Label: HEALTH => Result: SPORT
Document POLITICS/Video Who is Camila Batmanghelidjh The Kids Company founder in 60 seconds - Telegraph.txt: Label: POLITICS => Result: SPORT
Document POLITICS/NHS lags behind other health systems - BBC News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/State senator asks Justice Department to monitor gay marriage in Texas.txt: Label: POLITICS => Result: SPORT
Document POLITICS/EU referendum Purdah explained by Prof Robert Hazell - BBC News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/Lawmakers deny they were making out in car at Minnesota park Fox News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/Death toll in IS Yemen mosque attack rises to 32.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/Jenny Palmer Former DUP councillor joins Ulster Unionist Party - BBC News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Black Lives Matter activists push Sanders off stage at Seattle event Fox News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/Krauthammer Police in the United States are defenseless Fox News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Nissan invests 100m in Sunderland plant - BBC News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/X Japan to play concert premiere film in London.txt: Label: POLITICS => Result: SPORT
Document POLITICS/MPs urged to consider bombing IS targets in Syria - BBC News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/Labours Andy Burnham pledges to scrap tuition fees - BBC News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/Clinton warns GOP will repeal Obamacare.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/Jeremy Corbyn Tony Blair must explain illegal Iraq war - BBC News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/Wife of retired Supreme Court Justice Stevens dies Fox News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Exam focus damaging pupils mental health says NUT - BBC News.txt: Label: POLITICS => Result: HEALTH
Document SPORT/BBC Sport - Manchester City Financial Fair Play restrictions lifted.txt: Label: SPORT => Result: HEALTH
Document SPORT/Rosberg fastest in British GP practice.txt: Label: SPORT => Result: POLITICS
Document SPORT/BBC Sport - Bernard Tomic dropped for Australia Davis Cup tie.txt: Label: SPORT => Result: POLITICS
Document SPORT/Ecclestone must help improve F1 image says Mallya.txt: Label: SPORT => Result: HEALTH
Precision:
{'HEALTH': 0.875,
'POLITICS': 0.8588235294117647,
'SPORT': 0.8888888888888888}
Recall
{'HEALTH': 0.8348623853211009,
'POLITICS': 0.8111111111111111,
'SPORT': 0.9655172413793104}
F Measure
{'HEALTH': 0.8544600938967137,
'POLITICS': 0.8342857142857142,
'SPORT': 0.9256198347107438}
----------------- DecisionTreeClassifier_int -----------------
| P |
| O |
| H L |
| E I S |
| A T P |
| L I O |
| T C R |
| H S T |
---------+-------------+
HEALTH | <91> 11 7 |
POLITICS | 13 <71> 6 |
SPORT | 1 2<113>|
---------+-------------+
(row = reference; col = test)
Accurancy: 0.873015873015873
Document HEALTH/U.N. calls on Israel Palestinians to prosecute Gaza war crimes.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Cycling-Pedal power rules the roads in Utrecht.txt: Label: HEALTH => Result: SPORT
Document HEALTH/The women driven mad with rage by HUNGER Hormones affecting appetites and moods can lead to hunger-induced anger Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/New York governor to send inspectors to NYC after deadly illness.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Mother with breast cancer shaves her hair into a bright pink MOHAWK Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Why people say unpasteurised raw milks the ultimate health food Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/FDA Approves First Pill Made by 3D Printing WebMD.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Ice bucket challenge Whats happened since - BBC News.txt: Label: HEALTH => Result: SPORT
Document HEALTH/Sir Michael Parkinson is given the all-clear after prostate cancer treatment Daily Mail Online.txt: Label: HEALTH => Result: SPORT
Document HEALTH/How to get a body like a Made In Chelsea star as revealed by shows trainer Daily Mail Online.txt: Label: HEALTH => Result: SPORT
Document HEALTH/One Stillbirth Greatly Raises Odds for Another Study WebMD.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Pedal power rules the roads in Utrecht.txt: Label: HEALTH => Result: SPORT
Document HEALTH/Medtronic recalls loading system for heart device.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Care in the UK The costs you face - BBC News.txt: Label: HEALTH => Result: SPORT
Document HEALTH/HALF of women wont reveal their natural hair colour to partners Daily Mail Online.txt: Label: HEALTH => Result: SPORT
Document HEALTH/U.S. Congress inquiry into Planned Parenthood widens.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Warning that adult social care under stress and strain - BBC News.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/New York to clean cooling towers in outbreak area by Sunday mayor.txt: Label: HEALTH => Result: POLITICS
Document POLITICS/Video Who is Camila Batmanghelidjh The Kids Company founder in 60 seconds - Telegraph.txt: Label: POLITICS => Result: SPORT
Document POLITICS/What I saw visiting post-Katrina New Orleans with President Bush.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/NHS lags behind other health systems - BBC News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/State senator asks Justice Department to monitor gay marriage in Texas.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/EU referendum Purdah explained by Prof Robert Hazell - BBC News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/Lawmakers deny they were making out in car at Minnesota park Fox News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/Man arrested in connection with San Francisco killing had been deported several times officials say Fox News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Death toll in IS Yemen mosque attack rises to 32.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/Jenny Palmer Former DUP councillor joins Ulster Unionist Party - BBC News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Black Lives Matter activists push Sanders off stage at Seattle event Fox News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/Krauthammer Police in the United States are defenseless Fox News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Nissan invests 100m in Sunderland plant - BBC News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/X Japan to play concert premiere film in London.txt: Label: POLITICS => Result: SPORT
Document POLITICS/MPs urged to consider bombing IS targets in Syria - BBC News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/Labours Andy Burnham pledges to scrap tuition fees - BBC News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/Clinton warns GOP will repeal Obamacare.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/Jeremy Corbyn Tony Blair must explain illegal Iraq war - BBC News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/Wife of retired Supreme Court Justice Stevens dies Fox News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Exam focus damaging pupils mental health says NUT - BBC News.txt: Label: POLITICS => Result: HEALTH
Document SPORT/Rosberg fastest in British GP practice.txt: Label: SPORT => Result: POLITICS
Document SPORT/BBC Sport - Bernard Tomic dropped for Australia Davis Cup tie.txt: Label: SPORT => Result: POLITICS
Document SPORT/Ecclestone must help improve F1 image says Mallya.txt: Label: SPORT => Result: HEALTH
Precision:
{'HEALTH': 0.8666666666666667,
'POLITICS': 0.8452380952380952,
'SPORT': 0.8968253968253969}
Recall
{'HEALTH': 0.8348623853211009,
'POLITICS': 0.7888888888888889,
'SPORT': 0.9741379310344828}
F Measure
{'HEALTH': 0.8504672897196263,
'POLITICS': 0.8160919540229884,
'SPORT': 0.933884297520661}
----------------- DecisionTreeClassifier_tfidf -----------------
| P |
| O |
| H L |
| E I S |
| A T P |
| L I O |
| T C R |
| H S T |
---------+-------------+
HEALTH | <89> 16 4 |
POLITICS | 11 <70> 9 |
SPORT | 1 3<112>|
---------+-------------+
(row = reference; col = test)
Accurancy: 0.8603174603174604
Document HEALTH/NHS computer system is 4 years behind schedule and 26m over budget Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/U.N. calls on Israel Palestinians to prosecute Gaza war crimes.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Internet movies and books saying how sex ought to be putting couples under pressure Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Cycling-Pedal power rules the roads in Utrecht.txt: Label: HEALTH => Result: SPORT
Document HEALTH/Premature babies cared for in Newcastles RVI - BBC News.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/FAQ Kids and Picky Eating.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/The women driven mad with rage by HUNGER Hormones affecting appetites and moods can lead to hunger-induced anger Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/The anti-ageing MIND diet that halves your risk of dementia Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Scientists convinced European heat waves boosted by climate change.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Gateshead woman who vomits 20 TIMES a day due to Cyclical Vomiting Syndrome Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Sir Michael Parkinson is given the all-clear after prostate cancer treatment Daily Mail Online.txt: Label: HEALTH => Result: SPORT
Document HEALTH/Pedal power rules the roads in Utrecht.txt: Label: HEALTH => Result: SPORT
Document HEALTH/Colorado movie gunman not faking psychosis defense witness says.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Could the position you SLEEP in affect your risk of Alzheimers Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Care in the UK The costs you face - BBC News.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/HALF of women wont reveal their natural hair colour to partners Daily Mail Online.txt: Label: HEALTH => Result: SPORT
Document HEALTH/Washington state reports first U.S. measles death in 12 years.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Warning that adult social care under stress and strain - BBC News.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Music in the operating room off-putting study suggests - BBC News.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/17-stone mother drank NINE cups of green tea a day and drop eight dress sizes Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document POLITICS/Video Who is Camila Batmanghelidjh The Kids Company founder in 60 seconds - Telegraph.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/15-year jail term demanded for US envoys attacker.txt: Label: POLITICS => Result: SPORT
Document POLITICS/NHS lags behind other health systems - BBC News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/EU referendum Purdah explained by Prof Robert Hazell - BBC News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/Lawmakers deny they were making out in car at Minnesota park Fox News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/Death toll in IS Yemen mosque attack rises to 32.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Obama mocks Republicans about 2016 Hunger Games.txt: Label: POLITICS => Result: SPORT
Document POLITICS/In Supreme Court term Obama wins big and loses small.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Jenny Palmer Former DUP councillor joins Ulster Unionist Party - BBC News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Black Lives Matter activists push Sanders off stage at Seattle event Fox News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/Putin biding his time Evidence shows buildup of Russian tanks generals in Ukraine Fox News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/Kids Company Did good PR mask deeper failings - Telegraph.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/Yes or no Greeks vote on high-stakes bailout referendum.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Nissan invests 100m in Sunderland plant - BBC News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/The charity sector is crying out for a Big Bang - Telegraph.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/Europes migrant crisis key questions.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/Labour leadership Stella Creasy says party missed a trick over vote - BBC News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/X Japan to play concert premiere film in London.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Labours Andy Burnham pledges to scrap tuition fees - BBC News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/Exam focus damaging pupils mental health says NUT - BBC News.txt: Label: POLITICS => Result: HEALTH
Document SPORT/BBC Sport - Nadir Ciftci Celtic must meet Dundee Uniteds 1.5m price.txt: Label: SPORT => Result: POLITICS
Document SPORT/BBC Sport - Premier League opening-day quiz Beckham Klinsmann Ravanelli.txt: Label: SPORT => Result: POLITICS
Document SPORT/BBC Sport - Ashes 2015 David Steele became an unlikely England hero in 1975.txt: Label: SPORT => Result: POLITICS
Document SPORT/Ecclestone must help improve F1 image says Mallya.txt: Label: SPORT => Result: HEALTH
Precision:
{'HEALTH': 0.8811881188118812,
'POLITICS': 0.7865168539325843,
'SPORT': 0.896}
Recall
{'HEALTH': 0.8165137614678899,
'POLITICS': 0.7777777777777778,
'SPORT': 0.9655172413793104}
F Measure
{'HEALTH': 0.8476190476190476,
'POLITICS': 0.782122905027933,
'SPORT': 0.929460580912863}
----------------- KNeighborsClassifier_bool -----------------
| P |
| O |
| H L |
| E I S |
| A T P |
| L I O |
| T C R |
| H S T |
---------+----------+
HEALTH |<65>44 . |
POLITICS | 4<86> . |
SPORT | 3 37<76>|
---------+----------+
(row = reference; col = test)
Accurancy: 0.7206349206349206
Document HEALTH/5 essential tricks for treating a sunburn Fox News.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/NHS computer system is 4 years behind schedule and 26m over budget Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/U.N. calls on Israel Palestinians to prosecute Gaza war crimes.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Mass vaccination call to make rabies history - BBC News.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Cycling-Pedal power rules the roads in Utrecht.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Regular Moderate Coffee Drinking Tied to Better Brain Health in Seniors WebMD.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Premature babies cared for in Newcastles RVI - BBC News.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/FAQ Kids and Picky Eating.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/The women driven mad with rage by HUNGER Hormones affecting appetites and moods can lead to hunger-induced anger Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Nursery school teacher cries CRYSTAL tears due to mystery condition Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Row breaks out over Greek medicine supplies.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/The anti-ageing MIND diet that halves your risk of dementia Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Pear juice can reduce effects of a nights drinking by up to a fifth Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Liberia investigating animal link after Ebola re-emerges.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Scientists convinced European heat waves boosted by climate change.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Kelloggs Corn Flakes invented to stop masturbation and sexual desire Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/The dogs that can help to detect prostate cancer - BBC News.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Scientists Spot What Keeps Moles From Becoming Melanomas WebMD.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/FDA Looking at Essure Birth Control Device Safety.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Four million Britons have not drunk a glass of water in over a week Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Online game may control snacking - BBC News.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Test that could predict breast cancer nine years before it strikes Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Brithdir Care Home NMC says poor care led to patient deaths - BBC News.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Ice bucket challenge Whats happened since - BBC News.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Sir Michael Parkinson is given the all-clear after prostate cancer treatment Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Experimental Gel Could Prevent Genital Herpes Infection WebMD.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/One Stillbirth Greatly Raises Odds for Another Study WebMD.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Colorado movie gunman not faking psychosis defense witness says.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Fizzy drinks kill 184000 a year through diabetes heart disease and cancer Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Health insurer Centene adds muscle with 6.3 billion Health Net deal.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/NHS may have been overcharged millions for common drug by Pfizer and Flynn Pharma Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Tangled up in blue A sticky end to sleeping sickness - BBC News.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Medtronic recalls loading system for heart device.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Tests rule out MERS in Czech tour guide.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Irritable Bowel Syndrome Myth or Fact IBS and Stress Yeast Food and More .txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Could the position you SLEEP in affect your risk of Alzheimers Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Care in the UK The costs you face - BBC News.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/U.S. Congress inquiry into Planned Parenthood widens.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Warning that adult social care under stress and strain - BBC News.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Diabetes Rates Fall in Neighborhoods With Healthy Food Parks and Gyms WebMD.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Kolkata surgeons find 360 GALLSTONES inside Indian woman Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Foods that trigger headaches Fox News.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/New York to clean cooling towers in outbreak area by Sunday mayor.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/17-stone mother drank NINE cups of green tea a day and drop eight dress sizes Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document POLITICS/NHS lags behind other health systems - BBC News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/Video Jon Stewart signs off from The Daily Show - Telegraph.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/The charity sector is crying out for a Big Bang - Telegraph.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/What are the police for - Telegraph.txt: Label: POLITICS => Result: HEALTH
Document SPORT/Ex-All Black Mils Muliaina charged with sexual assault - BBC News.txt: Label: SPORT => Result: POLITICS
Document SPORT/BBC Sport - Manchester City Financial Fair Play restrictions lifted.txt: Label: SPORT => Result: POLITICS
Document SPORT/BBC Sport - Lewis Hamilton column Silverstone Senna and Hendrix.txt: Label: SPORT => Result: POLITICS
Document SPORT/United States asks Swiss to extradite seven in FIFA inquiry.txt: Label: SPORT => Result: POLITICS
Document SPORT/Argentine F1 legend Juan Manuel Fangio exhumed - BBC News.txt: Label: SPORT => Result: POLITICS
Document SPORT/Pliskova continues her ascent with semi berth at Stanford.txt: Label: SPORT => Result: POLITICS
Document SPORT/Phelps sends message to Rio contenders with U.S. victory.txt: Label: SPORT => Result: POLITICS
Document SPORT/BBC Sport - Nadir Ciftci Celtic must meet Dundee Uniteds 1.5m price.txt: Label: SPORT => Result: POLITICS
Document SPORT/Button has little to smile about at Silverstone.txt: Label: SPORT => Result: POLITICS
Document SPORT/Lawsuit filed against NASCARs Stewart in fatal dirt-track accident.txt: Label: SPORT => Result: POLITICS
Document SPORT/Gushiken at last happy as boxer after Hall of Fame induction.txt: Label: SPORT => Result: HEALTH
Document SPORT/Britains Groves suffers head injury in boating accident.txt: Label: SPORT => Result: POLITICS
Document SPORT/BBC Sport - Tour de France 2015 Rohan Dennis wins Utrecht Grand Depart.txt: Label: SPORT => Result: POLITICS
Document SPORT/BBC Sport - Brendon McCullum hits record 158 in T20 Blast for Warwickshire.txt: Label: SPORT => Result: POLITICS
Document SPORT/Soccer-Referees in unwanted spotlight ahead of World Cup final.txt: Label: SPORT => Result: POLITICS
Document SPORT/Horseracing-Kauto Star put down after breaking pelvis in fall.txt: Label: SPORT => Result: POLITICS
Document SPORT/BBC Sport - Tour de France 2015 Luke Rowe geared up to protect Chris Froome.txt: Label: SPORT => Result: POLITICS
Document SPORT/BBC Sport - Bernard Tomic dropped for Australia Davis Cup tie.txt: Label: SPORT => Result: POLITICS
Document SPORT/BBC Sport - Samantha Murray Briton loses world modern pentathlon title.txt: Label: SPORT => Result: POLITICS
Document SPORT/BBC Sport - Super League Hull FC v Wakefield.txt: Label: SPORT => Result: POLITICS
Document SPORT/BBC Sport - British Championships No problem with plastic Brits - Cram.txt: Label: SPORT => Result: HEALTH
Document SPORT/BBC Sport - Swimming David Wilkie backs Ross Murdoch for Rio success.txt: Label: SPORT => Result: POLITICS
Document SPORT/BBC Sport - World Anti-Doping Agency to investigate athletics doping claims.txt: Label: SPORT => Result: POLITICS
Document SPORT/Japan finds new motivation for World Cup final.txt: Label: SPORT => Result: POLITICS
Document SPORT/Cycling-Nibali in fine shape to defend Tour title.txt: Label: SPORT => Result: POLITICS
Document SPORT/Froome says GC battle will commence from day one.txt: Label: SPORT => Result: POLITICS
Document SPORT/Kersee wants same-day testing by event for top athletes.txt: Label: SPORT => Result: POLITICS
Document SPORT/BBC Sport - Premier League opening-day quiz Beckham Klinsmann Ravanelli.txt: Label: SPORT => Result: POLITICS
Document SPORT/China to host World Cup in 2019.txt: Label: SPORT => Result: POLITICS
Document SPORT/European-Mammadov plans to leave lasting memory Adams triumphs.txt: Label: SPORT => Result: POLITICS
Document SPORT/BBC Sport - Ashes 2015 David Steele became an unlikely England hero in 1975.txt: Label: SPORT => Result: POLITICS
Document SPORT/South Dakota tribe returning 25000 donation from Redskins.txt: Label: SPORT => Result: POLITICS
Document SPORT/Floyd Mayweather defends Andre Berto pick Berto mocks Money for Pacquiao fight.txt: Label: SPORT => Result: POLITICS
Document SPORT/Soccer-Mihajlovic wants to Milan to be feared again.txt: Label: SPORT => Result: POLITICS
Document SPORT/BBC Sport - Australian Open Jamie Jones beats top-ranked Mark Selby.txt: Label: SPORT => Result: HEALTH
Document SPORT/Driver Yannick Gingras has the best shot in Hambletonian.txt: Label: SPORT => Result: POLITICS
Document SPORT/Soccer-Tommasi comes out of retirement at 41 to play in Europe.txt: Label: SPORT => Result: POLITICS
Document SPORT/Wimbledon still abuzz over dread-locked Brown.txt: Label: SPORT => Result: POLITICS
Document SPORT/BBC Sport - Tour de France 2015 Chris Froome expects epic battle.txt: Label: SPORT => Result: POLITICS
Document SPORT/Ecclestone must help improve F1 image says Mallya.txt: Label: SPORT => Result: POLITICS
Precision:
{'HEALTH': 0.9027777777777778,
'POLITICS': 0.5149700598802395,
'SPORT': 1.0}
Recall
{'HEALTH': 0.5963302752293578,
'POLITICS': 0.9555555555555556,
'SPORT': 0.6551724137931034}
F Measure
{'HEALTH': 0.7182320441988951,
'POLITICS': 0.669260700389105,
'SPORT': 0.7916666666666667}
----------------- KNeighborsClassifier_int -----------------
| P |
| O |
| H L |
| E I S |
| A T P |
| L I O |
| T C R |
| H S T |
---------+----------+
HEALTH |<57>52 . |
POLITICS | 2<88> . |
SPORT | 3 45<68>|
---------+----------+
(row = reference; col = test)
Accurancy: 0.6761904761904762
Document HEALTH/5 essential tricks for treating a sunburn Fox News.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Bodybuilder Supplement Abuse a Growing Concern WebMD.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/U.N. calls on Israel Palestinians to prosecute Gaza war crimes.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Internet movies and books saying how sex ought to be putting couples under pressure Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Niall Kirkpatrick warns of unlicensed fillers danger on Botched Up Bodies Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Mass vaccination call to make rabies history - BBC News.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Cycling-Pedal power rules the roads in Utrecht.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Premature babies cared for in Newcastles RVI - BBC News.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Nursery school teacher cries CRYSTAL tears due to mystery condition Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Flavored Cigarettes Still Popular Online Despite U.S. Ban WebMD.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Row breaks out over Greek medicine supplies.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Mother with breast cancer shaves her hair into a bright pink MOHAWK Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/NHS lags behind other countries health systems - BBC News.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Hand washing web programme helps reduce infections - BBC News.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Pear juice can reduce effects of a nights drinking by up to a fifth Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/10 Dead in NYC Legionnaires Disease Outbreak.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Kenyas main port sacks 27 strike leaders as losses hit 2 mln.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Expiry dates for pillows trainers bras sponges and toothbrushes Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Scientists convinced European heat waves boosted by climate change.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Kelloggs Corn Flakes invented to stop masturbation and sexual desire Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/The dogs that can help to detect prostate cancer - BBC News.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Scientists Spot What Keeps Moles From Becoming Melanomas WebMD.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/FDA Looking at Essure Birth Control Device Safety.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Four million Britons have not drunk a glass of water in over a week Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Online game may control snacking - BBC News.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Brithdir Care Home NMC says poor care led to patient deaths - BBC News.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Ice bucket challenge Whats happened since - BBC News.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Experimental Gel Could Prevent Genital Herpes Infection WebMD.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/One Stillbirth Greatly Raises Odds for Another Study WebMD.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Pedal power rules the roads in Utrecht.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Colorado movie gunman not faking psychosis defense witness says.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Health insurer Centene adds muscle with 6.3 billion Health Net deal.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Most U.S. Hepatitis C Infections May Be Missed Study WebMD.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/NHS may have been overcharged millions for common drug by Pfizer and Flynn Pharma Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Tangled up in blue A sticky end to sleeping sickness - BBC News.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Medtronic recalls loading system for heart device.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Tests rule out MERS in Czech tour guide.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Irritable Bowel Syndrome Myth or Fact IBS and Stress Yeast Food and More .txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Emily Titterington with a phobia of toilets died from heart attack caused by constipation Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Build Stronger Bones With Exercise Walking Stretching Strength Training and More.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Care in the UK The costs you face - BBC News.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Weight-Loss Surgerys Benefits May Fade With Time Study Suggests WebMD.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Common Antidepressants Linked to Higher Fracture Odds in Menopausal Women WebMD.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/U.S. Congress inquiry into Planned Parenthood widens.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Warning that adult social care under stress and strain - BBC News.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Heart risk for slow thinkers Over-75s with the poorest mental agility found to be 85 more likely to suffer an attack than those in the highest group Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Diabetes Rates Fall in Neighborhoods With Healthy Food Parks and Gyms WebMD.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Kolkata surgeons find 360 GALLSTONES inside Indian woman Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Foods that trigger headaches Fox News.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/New York to clean cooling towers in outbreak area by Sunday mayor.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/17-stone mother drank NINE cups of green tea a day and drop eight dress sizes Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Confusing food labels could be making us fat due to information overload Daily Mail Online.txt: Label: HEALTH => Result: POLITICS
Document POLITICS/NHS lags behind other health systems - BBC News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/In Supreme Court term Obama wins big and loses small.txt: Label: POLITICS => Result: HEALTH
Document SPORT/AP Source Heat now among clubs meeting with Aldridge.txt: Label: SPORT => Result: POLITICS
Document SPORT/Soccer-Norwegian championship results and standings.txt: Label: SPORT => Result: POLITICS
Document SPORT/BBC Sport - Tom Ince Derby County sign Hull City winger for club record fee.txt: Label: SPORT => Result: POLITICS
Document SPORT/Soccer-Colombian championship liga aguila ii results and standings.txt: Label: SPORT => Result: POLITICS
Document SPORT/Ex-All Black Mils Muliaina charged with sexual assault - BBC News.txt: Label: SPORT => Result: POLITICS
Document SPORT/NBA summer referees wearing headsets will use replay.txt: Label: SPORT => Result: POLITICS
Document SPORT/BBC Sport - Manchester City Financial Fair Play restrictions lifted.txt: Label: SPORT => Result: POLITICS
Document SPORT/BBC Sport - Lewis Hamilton column Silverstone Senna and Hendrix.txt: Label: SPORT => Result: HEALTH
Document SPORT/United States asks Swiss to extradite seven in FIFA inquiry.txt: Label: SPORT => Result: POLITICS
Document SPORT/Argentine F1 legend Juan Manuel Fangio exhumed - BBC News.txt: Label: SPORT => Result: POLITICS
Document SPORT/GB Packers tight end Quarless charged with firing a gun.txt: Label: SPORT => Result: POLITICS
Document SPORT/BBC Sport - Nadir Ciftci Celtic must meet Dundee Uniteds 1.5m price.txt: Label: SPORT => Result: POLITICS
Document SPORT/Barcelona loans defender Montoya Torralbo to Inter Milan.txt: Label: SPORT => Result: POLITICS
Document SPORT/Nibali in fine shape to defend Tour title.txt: Label: SPORT => Result: POLITICS
Document SPORT/Button has little to smile about at Silverstone.txt: Label: SPORT => Result: POLITICS
Document SPORT/Lawsuit filed against NASCARs Stewart in fatal dirt-track accident.txt: Label: SPORT => Result: POLITICS
Document SPORT/Mauro Diaz leads FC Dallas over Revolution 3-0.txt: Label: SPORT => Result: POLITICS
Document SPORT/Senators Mike Hoffman awarded 2 million in arbitration.txt: Label: SPORT => Result: POLITICS
Document SPORT/Britains Groves suffers head injury in boating accident.txt: Label: SPORT => Result: POLITICS
Document SPORT/BBC Sport - Brendon McCullum hits record 158 in T20 Blast for Warwickshire.txt: Label: SPORT => Result: HEALTH
Document SPORT/Soccer-Australia striker Burns on verge of joining Tokyo.txt: Label: SPORT => Result: POLITICS
Document SPORT/Horseracing-Kauto Star put down after breaking pelvis in fall.txt: Label: SPORT => Result: POLITICS
Document SPORT/BBC Sport - Tour de France 2015 Luke Rowe geared up to protect Chris Froome.txt: Label: SPORT => Result: POLITICS
Document SPORT/BBC Sport - Bernard Tomic dropped for Australia Davis Cup tie.txt: Label: SPORT => Result: POLITICS
Document SPORT/BBC Sport - Wimbledon 2015 Nick Kyrgios beats Milos Raonic in round three.txt: Label: SPORT => Result: POLITICS
Document SPORT/BBC Sport - Samantha Murray Briton loses world modern pentathlon title.txt: Label: SPORT => Result: POLITICS
Document SPORT/BBC Sport - Super League Hull FC v Wakefield.txt: Label: SPORT => Result: POLITICS
Document SPORT/Soccer-Mexican championship first stage results and standings.txt: Label: SPORT => Result: POLITICS
Document SPORT/BBC Sport - British Championships No problem with plastic Brits - Cram.txt: Label: SPORT => Result: POLITICS
Document SPORT/BBC Sport - Swimming David Wilkie backs Ross Murdoch for Rio success.txt: Label: SPORT => Result: POLITICS
Document SPORT/BBC Sport - World Anti-Doping Agency to investigate athletics doping claims.txt: Label: SPORT => Result: POLITICS
Document SPORT/Patrick OConnell New mural in Belfast to FC Barcelona saviour - BBC News.txt: Label: SPORT => Result: POLITICS
Document SPORT/BBC Sport - Theo Fages Salford Red Devils scrum-half resigns from club.txt: Label: SPORT => Result: POLITICS
Document SPORT/Cycling-Nibali in fine shape to defend Tour title.txt: Label: SPORT => Result: HEALTH
Document SPORT/Kersee wants same-day testing by event for top athletes.txt: Label: SPORT => Result: POLITICS
Document SPORT/BBC Sport - Premier League opening-day quiz Beckham Klinsmann Ravanelli.txt: Label: SPORT => Result: POLITICS
Document SPORT/European-Mammadov plans to leave lasting memory Adams triumphs.txt: Label: SPORT => Result: POLITICS
Document SPORT/BBC Sport - Ashes 2015 David Steele became an unlikely England hero in 1975.txt: Label: SPORT => Result: POLITICS
Document SPORT/Dennis defends yellow jersey on 2nd stage of Tour de France.txt: Label: SPORT => Result: POLITICS
Document SPORT/South Dakota tribe returning 25000 donation from Redskins.txt: Label: SPORT => Result: POLITICS
Document SPORT/BBC Sport - Australian Open Jamie Jones beats top-ranked Mark Selby.txt: Label: SPORT => Result: POLITICS
Document SPORT/Soccer-Tommasi comes out of retirement at 41 to play in Europe.txt: Label: SPORT => Result: POLITICS
Document SPORT/Wimbledon still abuzz over dread-locked Brown.txt: Label: SPORT => Result: POLITICS
Document SPORT/BBC Sport - Tour de France 2015 Chris Froome expects epic battle.txt: Label: SPORT => Result: POLITICS
Document SPORT/BBC Sport - Scotland Greig Laidlaw hints at World Cup captain decision.txt: Label: SPORT => Result: POLITICS
Document SPORT/Keanes hat trick lifts Galaxy over Toronto FC 4-0.txt: Label: SPORT => Result: POLITICS
Document SPORT/Soccer-Bolivian championship results and standings.txt: Label: SPORT => Result: POLITICS
Document SPORT/Ecclestone must help improve F1 image says Mallya.txt: Label: SPORT => Result: POLITICS
Precision:
{'HEALTH': 0.9193548387096774,
'POLITICS': 0.4756756756756757,
'SPORT': 1.0}
Recall
{'HEALTH': 0.5229357798165137,
'POLITICS': 0.9777777777777777,
'SPORT': 0.5862068965517241}
F Measure
{'HEALTH': 0.6666666666666666,
'POLITICS': 0.64,
'SPORT': 0.7391304347826086}
----------------- KNeighborsClassifier_tfidf -----------------
| P |
| O |
| H L |
| E I S |
| A T P |
| L I O |
| T C R |
| H S T |
---------+-------------+
HEALTH |<101> 6 2 |
POLITICS | 4 <84> 2 |
SPORT | 1 2<113>|
---------+-------------+
(row = reference; col = test)
Accurancy: 0.946031746031746
Document HEALTH/U.N. calls on Israel Palestinians to prosecute Gaza war crimes.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Cycling-Pedal power rules the roads in Utrecht.txt: Label: HEALTH => Result: SPORT
Document HEALTH/Row breaks out over Greek medicine supplies.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Kenyas main port sacks 27 strike leaders as losses hit 2 mln.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Ice bucket challenge Whats happened since - BBC News.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Pedal power rules the roads in Utrecht.txt: Label: HEALTH => Result: SPORT
Document HEALTH/U.S. Congress inquiry into Planned Parenthood widens.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Warning that adult social care under stress and strain - BBC News.txt: Label: HEALTH => Result: POLITICS
Document POLITICS/Scotland to ban GM crop growing - BBC News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/15-year jail term demanded for US envoys attacker.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/NHS lags behind other health systems - BBC News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/Lawmakers deny they were making out in car at Minnesota park Fox News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/David Cameron plans permanent memorial to Tunisia terror victims - Telegraph.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/X Japan to play concert premiere film in London.txt: Label: POLITICS => Result: SPORT
Document SPORT/Ex-All Black Mils Muliaina charged with sexual assault - BBC News.txt: Label: SPORT => Result: POLITICS
Document SPORT/Argentine F1 legend Juan Manuel Fangio exhumed - BBC News.txt: Label: SPORT => Result: HEALTH
Document SPORT/BBC Sport - Premier League opening-day quiz Beckham Klinsmann Ravanelli.txt: Label: SPORT => Result: POLITICS
Precision:
{'HEALTH': 0.9528301886792453,
'POLITICS': 0.9130434782608695,
'SPORT': 0.9658119658119658}
Recall
{'HEALTH': 0.926605504587156,
'POLITICS': 0.9333333333333333,
'SPORT': 0.9741379310344828}
F Measure
{'HEALTH': 0.9395348837209302,
'POLITICS': 0.9230769230769229,
'SPORT': 0.9699570815450644}
----------------- LinearSVC_bool -----------------
| P |
| O |
| H L |
| E I S |
| A T P |
| L I O |
| T C R |
| H S T |
---------+-------------+
HEALTH |<102> 5 2 |
POLITICS | 5 <83> 2 |
SPORT | . .<116>|
---------+-------------+
(row = reference; col = test)
Accurancy: 0.9555555555555556
Document HEALTH/U.N. calls on Israel Palestinians to prosecute Gaza war crimes.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Cycling-Pedal power rules the roads in Utrecht.txt: Label: HEALTH => Result: SPORT
Document HEALTH/Ice bucket challenge Whats happened since - BBC News.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Pedal power rules the roads in Utrecht.txt: Label: HEALTH => Result: SPORT
Document HEALTH/Care in the UK The costs you face - BBC News.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/U.S. Congress inquiry into Planned Parenthood widens.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Warning that adult social care under stress and strain - BBC News.txt: Label: HEALTH => Result: POLITICS
Document POLITICS/NHS lags behind other health systems - BBC News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/Kids Company Did good PR mask deeper failings - Telegraph.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/Video Jon Stewart signs off from The Daily Show - Telegraph.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/US moving F-16s to Turkey Fox News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/X Japan to play concert premiere film in London.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Wife of retired Supreme Court Justice Stevens dies Fox News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/Exam focus damaging pupils mental health says NUT - BBC News.txt: Label: POLITICS => Result: HEALTH
Precision:
{'HEALTH': 0.9532710280373832,
'POLITICS': 0.9431818181818182,
'SPORT': 0.9666666666666667}
Recall
{'HEALTH': 0.9357798165137615,
'POLITICS': 0.9222222222222223,
'SPORT': 1.0}
F Measure
{'HEALTH': 0.9444444444444444,
'POLITICS': 0.9325842696629213,
'SPORT': 0.9830508474576272}
----------------- LinearSVC_int -----------------
| P |
| O |
| H L |
| E I S |
| A T P |
| L I O |
| T C R |
| H S T |
---------+-------------+
HEALTH |<106> 1 2 |
POLITICS | 3 <83> 4 |
SPORT | . 1<115>|
---------+-------------+
(row = reference; col = test)
Accurancy: 0.9650793650793651
Document HEALTH/U.N. calls on Israel Palestinians to prosecute Gaza war crimes.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Cycling-Pedal power rules the roads in Utrecht.txt: Label: HEALTH => Result: SPORT
Document HEALTH/Pedal power rules the roads in Utrecht.txt: Label: HEALTH => Result: SPORT
Document POLITICS/NHS lags behind other health systems - BBC News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/Man arrested in connection with San Francisco killing had been deported several times officials say Fox News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Video Jon Stewart signs off from The Daily Show - Telegraph.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/US moving F-16s to Turkey Fox News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/X Japan to play concert premiere film in London.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Wife of retired Supreme Court Justice Stevens dies Fox News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Exam focus damaging pupils mental health says NUT - BBC News.txt: Label: POLITICS => Result: HEALTH
Document SPORT/BBC Sport - World Anti-Doping Agency to investigate athletics doping claims.txt: Label: SPORT => Result: POLITICS
Precision:
{'HEALTH': 0.9724770642201835,
'POLITICS': 0.9764705882352941,
'SPORT': 0.9504132231404959}
Recall
{'HEALTH': 0.9724770642201835,
'POLITICS': 0.9222222222222223,
'SPORT': 0.9913793103448276}
F Measure
{'HEALTH': 0.9724770642201837,
'POLITICS': 0.9485714285714285,
'SPORT': 0.970464135021097}
----------------- LinearSVC_tfidf -----------------
| P |
| O |
| H L |
| E I S |
| A T P |
| L I O |
| T C R |
| H S T |
---------+-------------+
HEALTH |<105> 2 2 |
POLITICS | 3 <85> 2 |
SPORT | 1 1<114>|
---------+-------------+
(row = reference; col = test)
Accurancy: 0.9650793650793651
Document HEALTH/U.N. calls on Israel Palestinians to prosecute Gaza war crimes.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Cycling-Pedal power rules the roads in Utrecht.txt: Label: HEALTH => Result: SPORT
Document HEALTH/Pedal power rules the roads in Utrecht.txt: Label: HEALTH => Result: SPORT
Document HEALTH/U.S. Congress inquiry into Planned Parenthood widens.txt: Label: HEALTH => Result: POLITICS
Document POLITICS/Scotland to ban GM crop growing - BBC News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/NHS lags behind other health systems - BBC News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/Video Jon Stewart signs off from The Daily Show - Telegraph.txt: Label: POLITICS => Result: SPORT
Document POLITICS/X Japan to play concert premiere film in London.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Exam focus damaging pupils mental health says NUT - BBC News.txt: Label: POLITICS => Result: HEALTH
Document SPORT/Argentine F1 legend Juan Manuel Fangio exhumed - BBC News.txt: Label: SPORT => Result: HEALTH
Document SPORT/BBC Sport - World Anti-Doping Agency to investigate athletics doping claims.txt: Label: SPORT => Result: POLITICS
Precision:
{'HEALTH': 0.963302752293578,
'POLITICS': 0.9659090909090909,
'SPORT': 0.9661016949152542}
Recall
{'HEALTH': 0.963302752293578,
'POLITICS': 0.9444444444444444,
'SPORT': 0.9827586206896551}
F Measure
{'HEALTH': 0.9633027522935779,
'POLITICS': 0.955056179775281,
'SPORT': 0.9743589743589742}
----------------- LogisticRegression_bool -----------------
| P |
| O |
| H L |
| E I S |
| A T P |
| L I O |
| T C R |
| H S T |
---------+-------------+
HEALTH |<104> 2 3 |
POLITICS | 3 <85> 2 |
SPORT | . .<116>|
---------+-------------+
(row = reference; col = test)
Accurancy: 0.9682539682539683
Document HEALTH/U.N. calls on Israel Palestinians to prosecute Gaza war crimes.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Cycling-Pedal power rules the roads in Utrecht.txt: Label: HEALTH => Result: SPORT
Document HEALTH/Pedal power rules the roads in Utrecht.txt: Label: HEALTH => Result: SPORT
Document HEALTH/Care in the UK The costs you face - BBC News.txt: Label: HEALTH => Result: SPORT
Document HEALTH/U.S. Congress inquiry into Planned Parenthood widens.txt: Label: HEALTH => Result: POLITICS
Document POLITICS/NHS lags behind other health systems - BBC News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/US moving F-16s to Turkey Fox News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/X Japan to play concert premiere film in London.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Wife of retired Supreme Court Justice Stevens dies Fox News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/Exam focus damaging pupils mental health says NUT - BBC News.txt: Label: POLITICS => Result: HEALTH
Precision:
{'HEALTH': 0.9719626168224299,
'POLITICS': 0.9770114942528736,
'SPORT': 0.9586776859504132}
Recall
{'HEALTH': 0.9541284403669725,
'POLITICS': 0.9444444444444444,
'SPORT': 1.0}
F Measure
{'HEALTH': 0.9629629629629631,
'POLITICS': 0.9604519774011301,
'SPORT': 0.9789029535864979}
----------------- LogisticRegression_int -----------------
| P |
| O |
| H L |
| E I S |
| A T P |
| L I O |
| T C R |
| H S T |
---------+-------------+
HEALTH |<106> 1 2 |
POLITICS | 2 <83> 5 |
SPORT | . 1<115>|
---------+-------------+
(row = reference; col = test)
Accurancy: 0.9650793650793651
Document HEALTH/U.N. calls on Israel Palestinians to prosecute Gaza war crimes.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/Cycling-Pedal power rules the roads in Utrecht.txt: Label: HEALTH => Result: SPORT
Document HEALTH/Pedal power rules the roads in Utrecht.txt: Label: HEALTH => Result: SPORT
Document POLITICS/NHS lags behind other health systems - BBC News.txt: Label: POLITICS => Result: HEALTH
Document POLITICS/Man arrested in connection with San Francisco killing had been deported several times officials say Fox News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Video Jon Stewart signs off from The Daily Show - Telegraph.txt: Label: POLITICS => Result: SPORT
Document POLITICS/US moving F-16s to Turkey Fox News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/X Japan to play concert premiere film in London.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Wife of retired Supreme Court Justice Stevens dies Fox News.txt: Label: POLITICS => Result: SPORT
Document POLITICS/Exam focus damaging pupils mental health says NUT - BBC News.txt: Label: POLITICS => Result: HEALTH
Document SPORT/BBC Sport - World Anti-Doping Agency to investigate athletics doping claims.txt: Label: SPORT => Result: POLITICS
Precision:
{'HEALTH': 0.9814814814814815,
'POLITICS': 0.9764705882352941,
'SPORT': 0.9426229508196722}
Recall
{'HEALTH': 0.9724770642201835,
'POLITICS': 0.9222222222222223,
'SPORT': 0.9913793103448276}
F Measure
{'HEALTH': 0.9769585253456221,
'POLITICS': 0.9485714285714285,
'SPORT': 0.966386554621849}
----------------- LogisticRegression_tfidf -----------------