Figure 7
Results from the SHAP model on the IDCDB classification dataset, highlighting the most influential features for classification. Feature 72: Feat_Red_47; Feature 122 : Feat_Green_47; Feature 73 : Feat_Red_48; Feature 123 : Feat_Green_48; Feature 11 : longest_strike_above_mean; Feature 6 : autocorrelation; Feature 184 : Feat_Moments_Red_9; Feature 215 : Feat_Moments_Green_9; Feature 186 : Feat_Moments_Red_11; Feature 217: Feat_Moments_Green_11; Feature 14 : mean_change; Feature 8 : maximum; Feature 10 : kurtosis; Feature 193 : Feat_Moments_Red_18; Feature 224 : Feat_Moments_Green_18; Feature 173 : Feat_Blue_48; Feature 172 : Feat_Blue_47; Feature 17 : ratio_value_number_to_time_series_length; Feature 158 : Feat_Blue_33; Feature 98 : Feat_Green_23.
