From: Analysis of near infrared spectra for age-grading of wild populations of Anopheles gambiae
Dataset | Accuracy CV | Accuracy V | ITS1 Accuracy | ITS2 Accuracy | ITS3 Accuracy |
---|---|---|---|---|---|
Dataset 1 | |||||
PLS | 0.7913 | 0.7727 (0.6216–0.8853)** | 0.5507 | 0.5625 | 0.5128 |
ObliqueRF | 0.8649 | 0.7955 (0.647–0.902)*** | 0.5652 | 0.625 (0.5096–0.7308)* | 0.5128 |
svmLinear | 0.8422 | 0.8636 (0.7265–0.9483)*** | 0.6232 (0.4983–0.7371)* | 0.6232 (0.4983–0.7371) * | 0.5128 |
Dataset 2 | |||||
PLS | 0.9165 | 0.8421 (0.6875–0.9398)*** | 0.4493 | 0.6 (0.4844–0.708)* | 0.5385 |
ObliqueRF | 0.9354 | 0.8684 (0.7191–0.9559)*** | 0.4058 | 0.55 | 0.5385 |
svmLinear | 0.9356 | 0.8947 (0.752–0.9706)*** | 0.4348 | 0.6 (0.4844–0.708)* | 0.5769 |
Dataset 3 | |||||
PLS | 0.95 | 0.878 (0.738–0.9592)*** | 0.5072 | 0.4625 | 0.4872 |
ObliqueRF | 0.9687 | 0.9756 (0.8714–0.9994)*** | 0.5942 | 0.55 | 0.4744 |
svmLinear | 0.9562 | 0.9756 (0.8714–0.9994)*** | 0.5217 | 0.5375 | 0.4872 |
Dataset 4 | |||||
PLS | 0.895 | 0.88 (0.7569–0.9547)*** | 0.4928 | 0.5 | 0.5128 |
ObliqueRF | 0.97 | 0.98 (0.8935–0.9995)*** | 0.5072 | 0.525 | 0.4615 |
svmLinear | 0.945 | 0.96 (0.8629–0.9951)*** | 0.5362 | 0.55 | 0.4744 |
Dataset 5 | |||||
PLS | 0.7726 | 0.7073 (0.5965–0.8026)*** | 0.5942 | 0.55 | 0.5385 |
ObliqueRF | 0.8442 | 0.7805 (0.6754–0.8644)*** | 0.6667 (0.5429–0.7756)** | 0.525 | 0.4872 |
svmLinear | 0.8232 | 0.8049 (0.7026–0.8842)*** | 0.6812 (0.5579–0.7883)** | 0.5875 | 0.5769 |
Dataset 6 | |||||
PLS | 0.7348 | 0.748 (0.6617–0.8219)*** | 0.6812 (0.5579–0.7883)** | 0.55 | 0.4872 |
ObliqueRF | 0.8502 | 0.8537 (0.7786–0.9109)*** | 0.6232 (0.4983–0.7371)* | 0.625 (0.5096–0.7308) * | 0.5256 |
svmLinear | 0.8518 | 0.8374 (0.7601–0.8978)*** | 0.6957 (0.5731–0.8008)** | 0.5625 | 0.5 |