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Weather predictoin with various classification methods in R.

zonaylc/classification_models

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classification_models

Weather predictoin with various classification methods in R.

  • Data Preparation
  • Correlation Exploration
  • Train-test Split
  • Model Fitting
  • Model Evaluation
  • Performance Comparison

*Classifiers in this R script: logistic regression/ decision tree/ random forest/ bagged tree/ LDA/ QDA

Snippets of the result:

Correlation

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Decision Tree

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Importance from RandomForest

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ROC Comparison

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Weather predictoin with various classification methods in R.

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