Created
May 10, 2017 02:47
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const classifier = new BayesClassifier(); | |
classifier.train('BarackObama', 'Fighting climate change with solar power creates jobs.'); | |
classifier.train('elonmusk', 'Turns out ExxonMobil not 100% forthcoming about climate change'); | |
classifier.train('elonmusk', 'Yeah, climate change should really be considered a centrist issue, as it affects everyone.'); | |
classifier.stemCounts | |
/* | |
{ | |
'100': 1, | |
turn: 1, | |
out: 1, | |
exxonmobil: 1, | |
not: 1, | |
forthcom: 1, | |
about: 1, | |
climat: 3, | |
chang: 3, | |
yeah: 1, | |
should: 1, | |
realli: 1, | |
be: 1, | |
consid: 1, | |
a: 1, | |
centrist: 1, | |
issu: 1, | |
as: 1, | |
it: 1, | |
affect: 1, | |
everyon: 1, | |
fight: 1, | |
with: 1, | |
solar: 1, | |
power: 1, | |
creat: 1, | |
job: 1 | |
} | |
*/ | |
classifier.stemCountsByCategory | |
/* | |
{ | |
elonmusk: { | |
'100': 1, | |
turn: 1, | |
out: 1, | |
exxonmobil: 1, | |
not: 1, | |
forthcom: 1, | |
about: 1, | |
climat: 2, | |
chang: 2, | |
yeah: 1, | |
should: 1, | |
realli: 1, | |
be: 1, | |
consid: 1, | |
a: 1, | |
centrist: 1, | |
issu: 1, | |
as: 1, | |
it: 1, | |
affect: 1, | |
everyon: 1 | |
}, | |
BarackObama: { | |
fight: 1, | |
climat: 1, | |
chang: 1, | |
with: 1, | |
solar: 1, | |
power: 1, | |
creat: 1, | |
job: 1 | |
} | |
} | |
*/ | |
classifier.documentCountsByCategory | |
/* | |
{ | |
elonmusk: 2, | |
BarackObama: 1 | |
} | |
*/ |
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