s152483/paranormal-or-skeptic
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Self-made naive bayes solution

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Łukasz Szymula 2020-03-21 19:36:14 +01:00
parent dd89b36a5a
commit 34e7730db1
3 changed files with 4623 additions and 526657 deletions
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263865
dev-0/out.tsv
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8
predict.py
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@ -23,7 +23,7 @@ for line in sys.stdin:
log_prob_skeptic += math.log((skeptic_count[term]+1)/(skeptick_words_total + vocabulary_size)) log_prob_skeptic += math.log((skeptic_count[term]+1)/(skeptick_words_total + vocabulary_size))
log_prob_paranormal += math.log((paranormal_count[term]+1)/(paranormal_words_total + vocabulary_size)) log_prob_paranormal += math.log((paranormal_count[term]+1)/(paranormal_words_total + vocabulary_size))
if log_prob_skeptic > log_prob_paranormal: if log_prob_skeptic > log_prob_paranormal:
print("S") print("S")
else: else:
print("P") print("P")

267407
test-A/out.tsv
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