Decision trees

Data exploration section

With 0-minute windows altered

Original

With Normalizer

Random Forest

Decision Tree

Linear regression

Creates the punctuality to show how many minutes a truck is early, late, or if it is just on-time and changes 0-minute windows

Rule engine to change the missing values based of of median

Data cleaning

Creates columns for window start, end, and actual arrival of truck. Then changes it to the form of date&time

Creates the punctuality to show how many minutes a truck is early, late, or if it is just on-time

Linear regression

Random Forest

Decision Tree

Logistic Regression

Random Forest

Decision Tree

Logistic Regression

Linear regression

Logistic Regression

Correlations of data

Heatmap for which hour deliveries seem to come in most often