Climatic Observations and Modeling

Macedonia Climate Averages between 1961 - 1990



Predicted Temperature using Linear Model

Temperature ~ Elevation

Summary of the Linear Model Fit


Visualization of the Linear Fit

Summary of the Residuals

Predicted Relative Humidity using Random Forest

Relative Humidity ~ Temperature + Elevation

Decision Trees from the Random Forest Model

Variable importance


Predicted Precipitation using Support Vector Machines

Precipitation ~ Temperature + Elevation



Optimized/tuned result parameters


Support Vector Classifier