regression problem: https://www.kaggle.com/c/cs9856-spotify-regression-problem-2021
classification problem: https://www.kaggle.com/c/cs9856-spotify-classification-problem-2021
for the regression is to try and predict song popularity score based on several input data points
for classification is to try and predict song genre score based on several input data points
Algorithms:Linear and logestics regression, Support vector machine, Decision Tree, Random Forest, voting classiifer, exb boost.
Evaluation: Cross validation and prediciton with (mse and rsme scores for regression models) and (accuracy, f1, recall and precison scores for classification models), learning curve fitting.