aashay246 / On-Time-delivery-Prediction-Model

Predicted the important factors that affect On-Time delivery of shipments using four different classification algorithms.

On-Time-delivery-Prediction-Model

Identified the best machine learning algorithms that accurately predicts “On-Time delivery of shipments” using historical data. Compared classification matrix from four different alogrithms - Decision Tree, Random Forest, Logistic Regression and Support Vector Machine.

Identified important factors for prediction of “On-Time Delivery of shipments”

Decision Tree Classifier

Confusion Matrix for all four classifier

Model Results