The objective is to perform various experiments on Waveform dataset using K-Nearest Neighbor algorithm and study its the behaviour.
The experiments performed are listed as below:
- Tuning the best K of K-NN classifier
- Analysis of the Bias-Variance trade-off
- K-NN from scratch
- Reduce the complexity using CNN, RNN
- Generating Artificial Imbalancy