coroner4817 / ErrorTextClassification

✈️ NLP tool for classify Plane error info text

ErrorTextClassification

Use Word2vec and Neural Networks to classify the error feedback of the passenger seat screen on the plane. First use Word2vec get the vector for each word, then feed vector of each error info sentence into Nerual Nets.

Word2vec Trained Result

• Word Vector Plot
• Class Vector Plot

Error Text Training Methods

nltk.NaiveBayesClassifier Acc ~ 48%

Softmax Regression Acc ~ 77%

Nerual Networks Acc ~ 97%

Reference

• Stanford cs224d