sagnik1511 / Tabular-AutoML

Python Auto-ML Package for Tabular Datasets
MIT License
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#7 Added new models for Classification Training #43

Closed PalaVenkiReddy closed 1 year ago

PalaVenkiReddy commented 1 year ago

Added GaussianNB Classifier : KNN Classifier is sensitive to irrelevant features, we can use Naive Bayes Classifier which doesn't require much training data. Added SVM Classifiers : As KNN Classifier and DecisionTree Classifier suffer from curse of high dimensionality, SVM classifiers are more effective in high dimensional data and SVM classifiers are relatively memory efficient