Table 2 (A) Random Forest results for the classification model, (B) Identification of an independent test dataset from unknown samples
Identified as | True | |||||
|---|---|---|---|---|---|---|
Lag | Log | Stationary | Specificity (%) | SDM | ANOSIM | |
(A) | ||||||
Lag | 67 | 4 | 0 | 97.1 | 0.12 | 0.83 (lag, log)** |
Log | 2 | 64 | 7 | 85.3 | 0.20 | 0.71 (log, stationary)** |
Stationary | 0 | 7 | 63 | 90 | 0.15 | 0.89 (lag, stationary)** |
Sensitivity (%) | 94.4 | 87.7 | 90 | 90.7 | ||
Group | No. of correctly assigned cells | No. of total cells | Accuracy (%) | Total accuracy (%) |
|---|---|---|---|---|
(B) | ||||
Lag | 25 | 26 | 96.2 | |
Log | 31 | 36 | 86.1 | 91.2 |
Stationary | 27 | 29 | 93.1 | |