Table 2.
Performance of prediction of cartilage volume loss at one year in 12 regions using the ANFIS methodology.
Outcome | R | RMSE | MAE |
---|---|---|---|
Global knee | 0.78 | 0.020 | 0.015 |
Global femur | 0.74 | 0.022 | 0.015 |
Global condyles | 0.81 | 0.021 | 0.016 |
Global tibial plateau | 0.86 | 0.027 | 0.020 |
Lateral compartment | 0.78 | 0.021 | 0.015 |
Lateral femur | 0.77 | 0.023 | 0.016 |
Lateral condyle | 0.78 | 0.025 | 0.017 |
Lateral tibial plateau | 0.74 | 0.036 | 0.026 |
Medial compartment | 0.77 | 0.027 | 0.020 |
Medial femur | 0.78 | 0.026 | 0.018 |
Medial condyle | 0.86 | 0.026 | 0.018 |
Medial tibial plateau | 0.76 | 0.057 | 0.040 |
R, correlation coefficient; RMSE, root mean square error; MAE, mean absolute error. Bold indicates data of the most representative regions.