Input Data/Steps

4 month, May - August /128 C x 736 R (ca. 95000 data), extension up to 10000 rows/variables (27 years)

Data Preparation & Monitoring (see Graphs)

Cleaning

Base data for Model

Classification & Regression runs (see various models below)

Models used in RapidMiner Studio

Naive Bayes

Generalized Linear Model

Deep Learning

Decision Tree

Random Forest

Gradient Boosted Trees

Support Vector Machine