Year | AUCa | OAAb | Kappac | Performance |
---|
2014 | 0.91 (0.84) | 0.94 (0.92) | 0.63 (0.52) | Substantial |
2015 | 0.78 (0.71) | 0.81 (0.76) | 0.33 (0.28) | Fair |
2016 | 0.91 (0.87) | 0.84 (0.77) | 0.56 (0.47) | Moderate |
- Values in parentheses are based on testing data, which are independent of the training data
- aArea under the receiver operating characteristic (AUC). Models with AUC values > 0.75 are suitable for conservation planning (Pearce and Ferrier 2000)
- bOAA: Overall accuracy
- cKappa coefficient: 0–0.20, slight; 0.21–0.40, fair; 0.41–0.60, moderate; 0.61–0.80, substantial; and 0.81–1, almost perfect, according to Landis and Koch (1977)