Species Notropis_shumardi (average100runs) total records 31 #Training samples 19 Regularized training gain 3.9547 Unregularized training gain 4.9239 Iterations 497 Training AUC 0.9987 #Test samples 12 Test gain 3.9163 Test AUC 0.9788 AUC Standard Deviation 0.0115 AUCdiff 0.019925904 #Background points 10017.81 basin.1 contribution 8.8402 huc contribution 24.3821 nhd_cumdr contribution 10.0928 nhd_maflowu contribution 26.5878 nhd_mavelu contribution 0.4797 tx_alt contribution 0.8806 tx_aspect contribution 1.2562 tx_bio1 contribution 0.0126 tx_bio12 contribution 0.0902 tx_bio13 contribution 0.0007 tx_bio14 contribution 1.5292 tx_bio15 contribution 0.3371 tx_bio16 contribution 0.0003 tx_bio17 contribution 0.8717 tx_bio18 contribution 0.0489 tx_bio19 contribution 2.975 tx_bio2 contribution 0 tx_bio3 contribution 0.0093 tx_bio4 contribution 0 tx_bio5 contribution 0.0366 tx_bio6 contribution 0.0704 tx_bio7 contribution 0.0109 tx_cti contribution 21.2463 tx_slope contribution 0.2416 Training gain without basin.1 3.8975 Training gain without huc 3.5069 Training gain without nhd_cumdr 3.913 Training gain without nhd_maflowu 3.9455 Training gain without nhd_mavelu 3.9232 Training gain without tx_alt 3.94 Training gain without tx_aspect 3.919 Training gain without tx_bio1 3.9547 Training gain without tx_bio12 3.9545 Training gain without tx_bio13 3.9546 Training gain without tx_bio14 3.9544 Training gain without tx_bio15 3.9512 Training gain without tx_bio16 3.9546 Training gain without tx_bio17 3.9497 Training gain without tx_bio18 3.9546 Training gain without tx_bio19 3.954 Training gain without tx_bio2 3.9547 Training gain without tx_bio3 3.9541 Training gain without tx_bio4 3.9546 Training gain without tx_bio5 3.952 Training gain without tx_bio6 3.953 Training gain without tx_bio7 3.9546 Training gain without tx_cti 3.5708 Training gain without tx_slope 3.9469 Training gain with only basin.1 0.7326 Training gain with only huc 1.9515 Training gain with only nhd_cumdr 1.4641 Training gain with only nhd_maflowu 1.6908 Training gain with only nhd_mavelu 1.1727 Training gain with only tx_alt 0.6232 Training gain with only tx_aspect 0.0784 Training gain with only tx_bio1 0.6027 Training gain with only tx_bio12 0.522 Training gain with only tx_bio13 0.4125 Training gain with only tx_bio14 0.5657 Training gain with only tx_bio15 0.5728 Training gain with only tx_bio16 0.4439 Training gain with only tx_bio17 0.5901 Training gain with only tx_bio18 0.1806 Training gain with only tx_bio19 0.5779 Training gain with only tx_bio2 0.3673 Training gain with only tx_bio3 0.2718 Training gain with only tx_bio4 0.1493 Training gain with only tx_bio5 0.1648 Training gain with only tx_bio6 0.4283 Training gain with only tx_bio7 0.2498 Training gain with only tx_cti 1.6615 Training gain with only tx_slope 0.1162 Test gain without basin.1 3.8509 Test gain without huc 3.5978 Test gain without nhd_cumdr 3.8493 Test gain without nhd_maflowu 3.9317 Test gain without nhd_mavelu 3.8537 Test gain without tx_alt 3.9501 Test gain without tx_aspect 3.9006 Test gain without tx_bio1 3.9168 Test gain without tx_bio12 3.9202 Test gain without tx_bio13 3.9167 Test gain without tx_bio14 3.9191 Test gain without tx_bio15 3.9075 Test gain without tx_bio16 3.9171 Test gain without tx_bio17 3.9037 Test gain without tx_bio18 3.92 Test gain without tx_bio19 3.9155 Test gain without tx_bio2 3.9164 Test gain without tx_bio3 3.9177 Test gain without tx_bio4 3.9174 Test gain without tx_bio5 3.9095 Test gain without tx_bio6 3.9063 Test gain without tx_bio7 3.9162 Test gain without tx_cti 3.2108 Test gain without tx_slope 3.9192 Test gain with only basin.1 0.5853 Test gain with only huc 1.3644 Test gain with only nhd_cumdr 1.3389 Test gain with only nhd_maflowu 1.6538 Test gain with only nhd_mavelu 1.172 Test gain with only tx_alt 0.6234 Test gain with only tx_aspect -0.0099 Test gain with only tx_bio1 0.9075 Test gain with only tx_bio12 0.6037 Test gain with only tx_bio13 0.5202 Test gain with only tx_bio14 0.6097 Test gain with only tx_bio15 0.6421 Test gain with only tx_bio16 0.5331 Test gain with only tx_bio17 0.6375 Test gain with only tx_bio18 0.2383 Test gain with only tx_bio19 0.6377 Test gain with only tx_bio2 0.4801 Test gain with only tx_bio3 0.4055 Test gain with only tx_bio4 0.214 Test gain with only tx_bio5 0.2386 Test gain with only tx_bio6 0.5761 Test gain with only tx_bio7 0.322 Test gain with only tx_cti 1.8415 Test gain with only tx_slope 0.1171 AUC without basin.1 0.9792 AUC without huc 0.9737 AUC without nhd_cumdr 0.9775 AUC without nhd_maflowu 0.9794 AUC without nhd_mavelu 0.9791 AUC without tx_alt 0.981 AUC without tx_aspect 0.9807 AUC without tx_bio1 0.9787 AUC without tx_bio12 0.9788 AUC without tx_bio13 0.9787 AUC without tx_bio14 0.9788 AUC without tx_bio15 0.9784 AUC without tx_bio16 0.9788 AUC without tx_bio17 0.9789 AUC without tx_bio18 0.979 AUC without tx_bio19 0.9788 AUC without tx_bio2 0.9787 AUC without tx_bio3 0.9788 AUC without tx_bio4 0.9787 AUC without tx_bio5 0.9786 AUC without tx_bio6 0.9785 AUC without tx_bio7 0.9787 AUC without tx_cti 0.9621 AUC without tx_slope 0.9788 AUC with only basin.1 0.7914 AUC with only huc 0.8333 AUC with only nhd_cumdr 0.8477 AUC with only nhd_maflowu 0.8823 AUC with only nhd_mavelu 0.8244 AUC with only tx_alt 0.8157 AUC with only tx_aspect 0.5526 AUC with only tx_bio1 0.8549 AUC with only tx_bio12 0.7951 AUC with only tx_bio13 0.7771 AUC with only tx_bio14 0.7961 AUC with only tx_bio15 0.8137 AUC with only tx_bio16 0.7747 AUC with only tx_bio17 0.8071 AUC with only tx_bio18 0.6415 AUC with only tx_bio19 0.8067 AUC with only tx_bio2 0.7902 AUC with only tx_bio3 0.7366 AUC with only tx_bio4 0.7128 AUC with only tx_bio5 0.7284 AUC with only tx_bio6 0.8018 AUC with only tx_bio7 0.7448 AUC with only tx_cti 0.928 AUC with only tx_slope 0.5553 Entropy 5.7034 Prevalence (average of logistic output over background sites) 0.0142 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0022 Fixed cumulative value 1 area 0.3233 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.015 Fixed cumulative value 1 binomial probability 0.0001 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0155 Fixed cumulative value 5 area 0.1196 Fixed cumulative value 5 training omission 0 Fixed cumulative value 5 test omission 0.0508 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.0435 Fixed cumulative value 10 area 0.0612 Fixed cumulative value 10 training omission 0 Fixed cumulative value 10 test omission 0.0867 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 37.6018 Minimum training presence logistic threshold 0.4097 Minimum training presence area 0.0088 Minimum training presence training omission 0 Minimum training presence test omission 0.2742 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 48.6811 10 percentile training presence logistic threshold 0.5835 10 percentile training presence area 0.0042 10 percentile training presence training omission 0.0484 10 percentile training presence test omission 0.3658 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 37.5938 Equal training sensitivity and specificity logistic threshold 0.4096 Equal training sensitivity and specificity area 0.0088 Equal training sensitivity and specificity training omission 0.0016 Equal training sensitivity and specificity test omission 0.2725 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 37.5932 Maximum training sensitivity plus specificity logistic threshold 0.4096 Maximum training sensitivity plus specificity area 0.0088 Maximum training sensitivity plus specificity training omission 0 Maximum training sensitivity plus specificity test omission 0.2717 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 12.7007 Equal test sensitivity and specificity logistic threshold 0.0832 Equal test sensitivity and specificity area 0.0721 Equal test sensitivity and specificity training omission 0.0021 Equal test sensitivity and specificity test omission 0.0675 Equal test sensitivity and specificity binomial probability 0.0002 Maximum test sensitivity plus specificity cumulative threshold 16.9051 Maximum test sensitivity plus specificity logistic threshold 0.1236 Maximum test sensitivity plus specificity area 0.0493 Maximum test sensitivity plus specificity training omission 0.0026 Maximum test sensitivity plus specificity test omission 0.0375 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 4.245 Balance training omission, predicted area and threshold value logistic threshold 0.0121 Balance training omission, predicted area and threshold value area 0.1345 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.0442 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 16.971 Equate entropy of thresholded and original distributions logistic threshold 0.1026 Equate entropy of thresholded and original distributions area 0.0307 Equate entropy of thresholded and original distributions training omission 0 Equate entropy of thresholded and original distributions test omission 0.1367 Equate entropy of thresholded and original distributions binomial probability 0