Category | Indicator | Decision tree | Bayes | KNN | Random forest | Mask R-CNN |
Football field | Precision | 0.7534 | 0.8017 | 0.7831 | 0.7132 | 0.9076 |
Recall | 0.8264 | 0.8652 | 0.8564 | 0.8446 | 0.9833 | |
Basketball court | Precision | 0.7226 | 0.8313 | 0.8116 | 0.7537 | 0.8767 |
Recall | 0.8451 | 0.8827 | 0.8676 | 0.8512 | 0.8533 | |
Tennis court | Precision | 0.7313 | 0.7587 | 0.7392 | 0.7441 | 0.9275 |
Recall | 0.8016 | 0.8414 | 0.7961 | 0.8083 | 0.9411 | |
Baseball field | Precision | 0.8361 | 0.8005 | 0.8112 | 0.8278 | 0.8593 |
Recall | 0.8567 | 0.8798 | 0.8465 | 0.8653 | 0.9649 | |
Total | mPrecision | 0.7608 | 0.7980 | 0.7862 | 0.7594 | 0.8927 |
mRecall | 0.8324 | 0.8492 | 0.8416 | 0.8423 | 0.9356 |