[Public Opinion] [Testing/Feedback] Performance Assessment - Githubissues

raaahulss / project_viralnews

MITS Project

MIT License

3 stars 1 forks source link

[Public Opinion] [Testing/Feedback] Performance Assessment #9

Closed raaahulss closed 4 years ago

raaahulss commented 4 years ago

Accuracy metrics for different baseline models

raaahulss commented 4 years ago

Accuracy for different baseline models:

Count Vectorization + Logistic Regression: 79.92%
Tf-Idf + Logistic Regression: 80.26%
Linear SVC: 79.73%
Multinomial Naive Bayes: 77.47%
Bernoulli Naive Bayes: 78.35%
Ridge Classifier: 79.58%
AdaBoost: 73.26%
Perceptron: 75.93%
Passive Agressive: 71.47%
Ensemble: 79.79%