Garson Variable Importance

Reported on 6 benchmarks across 1 task

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology6 results

Feature Importanceonboston
Pearson Correlation
0.76
Feature ImportanceonWine
Pearson Correlation
0.74
Feature ImportanceonDiabetes
Pearson Correlation
0.64
best: 0.86 (VarImpVIANN)
Feature ImportanceonDigits
Pearson Correlation
0.6
best: 0.83 (VarImpVIANN)
Feature Importanceoniris
Pearson Correlation
0.73
best: 0.9 (VarImpVIANN)
Feature ImportanceonBreastcancer
Pearson Correlation
0.22
best: 0.6 (VarImpVIANN)