Machine Learning

Code

GitHub Link

Models

Random Forest Classifier

Features: customer segments

Target: member card

Accuracy: 0.950-0.981

Deep Learning Neural Network

Features: customer segments

Target: member card

Accuracy: 0.970

Random Forest Regression

Features: customer segments

Target: cost

RMSE: 0.472

Multiple Linear Regression

Features: store segments

Target: store sales

Accuracy: 0.910

KMeans

PCA