Evaluation of models
■ Less classes ↔ higher accuracy
■ Highest: DT+MLP binary classification 79%
■ Lowest: LR+DT multiclass classification 70%
■ GNB 53%, 55%, 42% :
– No Gaussian distribution of the data
– Many highly correlated features
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Evaluation of models
■ Less classes ↔ higher accuracy
■ Highest: DT+MLP binary classification 79%
■ Lowest: LR+DT multiclass classification 70%
■ GNB 53%, 55%, 42% :
– No Gaussian distribution of the data
– Many highly correlated features
28