An analysis of kaggle glass dataset as well as building a neural network. In this work Neural Network is built with considering optimized parameters using hyperopt and hyperas libraries.
I made use of oversampling and undersampling tools from imblearn library like SMOTE
and NearMiss
.
It did not affect the neural netwotk performane but It had huge effect in models in "Data Analysis" file.