Playground for trying to predict liver cancer
git clone git@github.com:shinjinighosh/liver-cancer-pred.git
cd liver-cancer-pred
python NN_playground.py
If python NN_playground.py does not work, it could be because of multiple python versions or virtual environments being around on your system. Try python3 NN_playground.py.
You can look at the model loss and accuracies on both training and validation sets in Loss.png and Accuracy.png respectively. The confusion matrix is plotted prettily at Confusion_matrix.png.
The model metrics are printed at the end. Feel free to play around with the model!
git clone git@github.com:shinjinighosh/liver-cancer-pred.git
cd liver-cancer-pred
python MLP_playground.py
If python MLP_playground.py does not work, it could be because of multiple python versions or virtual environments being around on your system. Try python3 MLP_playground.py.
Currently, maximum iterations is set to 15,000. Feel free to increase it if some models fail to converge! The best model out of those compared, along with its parameters and loss and accuracy values are printed at the end.