Module for determining the level of toxicity of the text
Project description
ToxicityClassificator
Module for predicting toxicity messages in Russian and English
Usage example
from toxicityclassifier import *
classifier = ToxicityClassificatorV1()
print(classifier.predict(text)) # (0 or 1, probability)
print(classifier.get_probability(text)) # probability
print(classifier.classify(text)) # 0 or 1
Weights
Weight for classification (if probability >= weight => 1 else 0)
classifier.weight = 0.5
Weight for language detection (English or Russian)
if the percentage of the Russian language >= language_weight, then the Russian model is used, otherwise the English one
classifier.language_weight = 0.5
Project details
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