Feature,Mean |SHAP|
V4,1.9126768
V14,1.8428799
PCA_magnitude,1.112717
V12,0.8340546
V3,0.7492082
V11,0.6378672
V10,0.58165175
V8,0.51600134
V10_V14_interaction,0.51273525
V15,0.45354277
V12_V14_interaction,0.45142767
V1,0.42621258
V24,0.3488306
V19,0.33214504
V26,0.33107752
V14_V17_interaction,0.3308247
Hour_cos,0.31310365
V5,0.30366382
V18,0.29858983
Hour_sin,0.28300282
Amount,0.27993244
V16,0.2586069
V28,0.25195217
V13,0.24313639
V21,0.24016649
V27,0.2339434
V25,0.23253125
V22,0.23224725
V6,0.22688754
V7,0.21906014
V9,0.21499766
V23,0.19774261
Time,0.19017775
V2,0.16371857
V17,0.13153057
V20,0.13144456
Amount_log,0.0851347
Time_diff,0.081369475
Transaction_velocity,0.024722433
Amount_deviation_mean,0.01340048
Amount_deviation_median,0.0029186178
Amount_zscore,0.0015201921