Category

Indicator

Decision tree

Bayes

KNN

Random forest

Football field

Precision

0.7534

0.8017

0.7831

0.7132

Recall

0.8264

0.8652

0.8564

0.8446

Kappa

0.6552

0.8341

0.7671

0.8035

Basketball court

Precision

0.7226

0.8313

0.8116

0.7537

Recall

0.8451

0.8827

0.8676

0.8512

Kappa

0.6769

0.9330

0.8861

0.8937

Tennis court

Precision

0.7313

0.7587

0.7392

0.7441

Recall

0.8016

0.8414

0.7961

0.8083

Kappa

0.6956

0.7390

0.7868

0.8152

Baseball field

Precision

0.8361

0.8005

0.8112

0.8278

Recall

0.8567

0.8798

0.8465

0.8653

Kappa

0.7372

0.8909

0.8207

0.9254

Total

mPrecision

0.7608

0.7980

0.7862

0.7594

mRecall

0.8324

0.8672

0.8416

0.8423

Kappa

0.6912

0.8492

0.8151

0.8594