Features included in models

Model 1

Model 2

Model 3

AUC^§

Accuracy^§

AUC

Accuracy

AUC

Accuracy

1) Soil, season, clippings, nutrients, NPK fertilization

0.963

0.908

0.980

0.917

0.983

0.924

2) Soil, season, nutrients, NPK fertilization

0.962

0.904

0.979

0.918

0.982

0.924

3) Season, nutrients, NPK fertilization

0.956

0.893

0.965

0.881

0.970

0.885

4) Soil, season, clippings, nutrients

0.889

0.809

0.932

0.817

0.925

0.801

5) Soil, season, nutrients

0.842

0.762

0.902

0.767

0.903

0.765

6) Season, clippings, nutrients

0.882

0.794

0.915

0.796

0.908

0.782

7) Season, nutrients

0.834

0.754

0.880

0.748

0.877

0.736

8) Nutrients

0.833

0.750

0.866

0.727

0.863

0.722