Classify Song Genres from Audio Data using PCA (Principal Components Analysis)
Classification of songs genres from audio data. It contains:
- Data Preparation
- Pairwise relationships between continuous variables (weak correlations)
- Normalizing the feature data
- Principal Component Analysis PCA
- PCA visualisation
- Train decision tree to classify genre
- decision tree VS logistic regression
- Balance our data for greater performance
- Improving model bias
- Cross validation to evaluate our model