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statistics_naive.txt
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Training test_bool ...
Done
Accurancy 0.8666666666666667
Done
-----------------BernoulliNB test_all_words-----------------
| P |
| O |
| H L |
| E I S |
| A T P |
| L I O |
| T C R |
| H S T |
---------+-------------+
HEALTH | <97> 2 10 |
POLITICS | 3 <61> 26 |
SPORT | . 1<115>|
---------+-------------+
(row = reference; col = test)
Accurancy: 0.8666666666666667
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/The dogs that can help to detect prostate cancer - 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/Tests rule out MERS in Czech tour guide.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/Video Who is Camila Batmanghelidjh The Kids Company founder in 60 seconds - Telegraph.txt: Label: POLITICS => Result: SPORT
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/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/Lawmakers deny they were making out in car at Minnesota park Fox 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/All sides making genuine effort for Iran deal US.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/White House shrugs off Schumers decision on Iran deal.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/Clinton warns GOP will repeal Obamacare.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/South Dakota tribe returning 25000 donation from Redskins.txt: Label: SPORT => Result: POLITICS
Precision:
{'HEALTH': 0.97,
'POLITICS': 0.953125,
'SPORT': 0.7615894039735099}
Recall
{'HEALTH': 0.8899082568807339,
'POLITICS': 0.6777777777777778,
'SPORT': 0.9913793103448276}
F Measure
{'HEALTH': 0.9282296650717702,
'POLITICS': 0.7922077922077922,
'SPORT': 0.8614232209737828}
Training test_bool ...
Done
Accurancy 0.8634920634920635
Done
-----------------BernoulliNB test_one_sign-----------------
| P |
| O |
| H L |
| E I S |
| A T P |
| L I O |
| T C R |
| H S T |
---------+-------------+
HEALTH | <96> 2 11 |
POLITICS | 3 <61> 26 |
SPORT | . 1<115>|
---------+-------------+
(row = reference; col = test)
Accurancy: 0.8634920634920635
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/The dogs that can help to detect prostate cancer - 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/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/Tangled up in blue A sticky end to sleeping sickness - BBC News.txt: Label: HEALTH => Result: SPORT
Document HEALTH/Tests rule out MERS in Czech tour guide.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/Video Who is Camila Batmanghelidjh The Kids Company founder in 60 seconds - Telegraph.txt: Label: POLITICS => Result: SPORT
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/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/Lawmakers deny they were making out in car at Minnesota park Fox 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/All sides making genuine effort for Iran deal US.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/White House shrugs off Schumers decision on Iran deal.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/Clinton warns GOP will repeal Obamacare.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/South Dakota tribe returning 25000 donation from Redskins.txt: Label: SPORT => Result: POLITICS
Precision:
{'HEALTH': 0.9696969696969697,
'POLITICS': 0.953125,
'SPORT': 0.756578947368421}
Recall
{'HEALTH': 0.8807339449541285,
'POLITICS': 0.6777777777777778,
'SPORT': 0.9913793103448276}
F Measure
{'HEALTH': 0.9230769230769231,
'POLITICS': 0.7922077922077922,
'SPORT': 0.8582089552238806}
Training test_bool ...
Done
Accurancy 0.8698412698412699
Done
-----------------BernoulliNB test_lower-----------------
| P |
| O |
| H L |
| E I S |
| A T P |
| L I O |
| T C R |
| H S T |
---------+-------------+
HEALTH | <98> 2 9 |
POLITICS | 3 <61> 26 |
SPORT | . 1<115>|
---------+-------------+
(row = reference; col = test)
Accurancy: 0.8698412698412699
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/The dogs that can help to detect prostate cancer - 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/Video Who is Camila Batmanghelidjh The Kids Company founder in 60 seconds - Telegraph.txt: Label: POLITICS => Result: SPORT
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/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/Lawmakers deny they were making out in car at Minnesota park Fox 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/All sides making genuine effort for Iran deal US.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/White House shrugs off Schumers decision on Iran deal.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/Clinton warns GOP will repeal Obamacare.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/South Dakota tribe returning 25000 donation from Redskins.txt: Label: SPORT => Result: POLITICS
Precision:
{'HEALTH': 0.9702970297029703,
'POLITICS': 0.953125,
'SPORT': 0.7666666666666667}
Recall
{'HEALTH': 0.8990825688073395,
'POLITICS': 0.6777777777777778,
'SPORT': 0.9913793103448276}
F Measure
{'HEALTH': 0.9333333333333333,
'POLITICS': 0.7922077922077922,
'SPORT': 0.8646616541353384}
Training test_bool ...
Done
Accurancy 0.873015873015873
Done
-----------------BernoulliNB test_alpha-----------------
| P |
| O |
| H L |
| E I S |
| A T P |
| L I O |
| T C R |
| H S T |
---------+-------------+
HEALTH | <96> 3 10 |
POLITICS | 3 <64> 23 |
SPORT | . 1<115>|
---------+-------------+
(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/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/Kenyas main port sacks 27 strike leaders as losses hit 2 mln.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/The dogs that can help to detect prostate cancer - 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/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/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/Lawmakers deny they were making out in car at Minnesota park Fox 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/All sides making genuine effort for Iran deal US.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/Clinton warns GOP will repeal Obamacare.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/South Dakota tribe returning 25000 donation from Redskins.txt: Label: SPORT => Result: POLITICS
Precision:
{'HEALTH': 0.9696969696969697,
'POLITICS': 0.9411764705882353,
'SPORT': 0.777027027027027}
Recall
{'HEALTH': 0.8807339449541285,
'POLITICS': 0.7111111111111111,
'SPORT': 0.9913793103448276}
F Measure
{'HEALTH': 0.9230769230769231,
'POLITICS': 0.810126582278481,
'SPORT': 0.8712121212121212}
Training test_bool ...
Done
Accurancy 0.8761904761904762
Done
-----------------BernoulliNB test_stopwords-----------------
| P |
| O |
| H L |
| E I S |
| A T P |
| L I O |
| T C R |
| H S T |
---------+-------------+
HEALTH | <97> 3 9 |
POLITICS | 3 <64> 23 |
SPORT | . 1<115>|
---------+-------------+
(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/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/The dogs that can help to detect prostate cancer - BBC News.txt: Label: HEALTH => Result: SPORT
Document HEALTH/NHS should welcome citizen whistleblowers - 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: 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/Lawmakers deny they were making out in car at Minnesota park Fox 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/All sides making genuine effort for Iran deal US.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/Clinton warns GOP will repeal Obamacare.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/South Dakota tribe returning 25000 donation from Redskins.txt: Label: SPORT => Result: POLITICS
Precision:
{'HEALTH': 0.97,
'POLITICS': 0.9411764705882353,
'SPORT': 0.782312925170068}
Recall
{'HEALTH': 0.8899082568807339,
'POLITICS': 0.7111111111111111,
'SPORT': 0.9913793103448276}
F Measure
{'HEALTH': 0.9282296650717702,
'POLITICS': 0.810126582278481,
'SPORT': 0.8745247148288975}
Training test_bool ...
Done
Accurancy 0.873015873015873
Done
-----------------BernoulliNB test_tv_set-----------------
| P |
| O |
| H L |
| E I S |
| A T P |
| L I O |
| T C R |
| H S T |
---------+-------------+
HEALTH | <96> 4 9 |
POLITICS | 3 <64> 23 |
SPORT | . 1<115>|
---------+-------------+
(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/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/Kenyas main port sacks 27 strike leaders as losses hit 2 mln.txt: Label: HEALTH => Result: POLITICS
Document HEALTH/The dogs that can help to detect prostate cancer - BBC News.txt: Label: HEALTH => Result: SPORT
Document HEALTH/NHS should welcome citizen whistleblowers - 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: 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/Lawmakers deny they were making out in car at Minnesota park Fox 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/All sides making genuine effort for Iran deal US.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/Clinton warns GOP will repeal Obamacare.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/South Dakota tribe returning 25000 donation from Redskins.txt: Label: SPORT => Result: POLITICS
Precision:
{'HEALTH': 0.9696969696969697,
'POLITICS': 0.927536231884058,
'SPORT': 0.782312925170068}
Recall
{'HEALTH': 0.8807339449541285,
'POLITICS': 0.7111111111111111,
'SPORT': 0.9913793103448276}
F Measure
{'HEALTH': 0.9230769230769231,
'POLITICS': 0.8050314465408805,
'SPORT': 0.8745247148288975}
Training test_bool ...
Done
Accurancy 0.8825396825396825
Done
-----------------BernoulliNB test_pos-----------------
| P |
| O |
| H L |
| E I S |
| A T P |
| L I O |
| T C R |
| H S T |
---------+-------------+
HEALTH | <98> 2 9 |
POLITICS | 3 <65> 22 |
SPORT | . 1<115>|
---------+-------------+
(row = reference; col = test)
Accurancy: 0.8825396825396825
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/The dogs that can help to detect prostate cancer - 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/Lawmakers deny they were making out in car at Minnesota park Fox 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/All sides making genuine effort for Iran deal US.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/South Dakota tribe returning 25000 donation from Redskins.txt: Label: SPORT => Result: POLITICS
Precision:
{'HEALTH': 0.9702970297029703,
'POLITICS': 0.9558823529411765,
'SPORT': 0.7876712328767124}
Recall
{'HEALTH': 0.8990825688073395,
'POLITICS': 0.7222222222222222,
'SPORT': 0.9913793103448276}
F Measure
{'HEALTH': 0.9333333333333333,
'POLITICS': 0.8227848101265822,
'SPORT': 0.8778625954198472}
Training test_bool ...
Done
Accurancy 0.8857142857142857
Done
-----------------BernoulliNB test_stem-----------------
| P |
| O |
| H L |
| E I S |
| A T P |
| L I O |
| T C R |
| H S T |
---------+-------------+
HEALTH | <98> 3 8 |
POLITICS | 3 <67> 20 |
SPORT | 1 1<114>|
---------+-------------+
(row = reference; col = test)
Accurancy: 0.8857142857142857
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/NHS should welcome citizen whistleblowers - 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: 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': 0.9607843137254902,
'POLITICS': 0.9436619718309859,
'SPORT': 0.8028169014084507}
Recall
{'HEALTH': 0.8990825688073395,
'POLITICS': 0.7444444444444445,
'SPORT': 0.9827586206896551}
F Measure
{'HEALTH': 0.9289099526066351,
'POLITICS': 0.8322981366459627,
'SPORT': 0.8837209302325582}
Training test_bool ...
Done
Accurancy 0.8888888888888888
Done
-----------------BernoulliNB binary_bag_of_words-----------------
| 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}