Climatic Observations and Modeling
Climatic Observations and Modeling
EDA
Temperature
Relative Humidity
Precipitation
Choose a dataset:
Temperature
Relative Humidity
Precipitation
Wind Speed
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January
February
March
April
May
June
July
August
September
October
November
December
Macedonia Climate Averages between 1961 - 1990
Summary
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January
February
March
April
May
June
July
August
September
October
November
December
Predicted Temperature using Linear Model
Temperature ~ Elevation
Summary of the Linear Model Fit
Visualization of the Linear Fit
Summary of the Residuals
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January
February
March
April
May
June
July
August
September
October
November
December
Decision Trees:
Predicted Relative Humidity using Random Forest
Relative Humidity ~ Temperature + Elevation
Decision Trees from the Random Forest Model
Variable importance
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January
February
March
April
May
June
July
August
September
October
November
December
Predicted Precipitation using Support Vector Machines
Precipitation ~ Temperature + Elevation
Optimized/tuned result parameters
Support Vector Classifier
