Species Hybopsis_amnis (average) total records 91 #Training samples 55 Regularized training gain 3.9261 Unregularized training gain 4.2954 Iterations 500 Training AUC 0.9975 #Test samples 36 Test gain 4.6392 Test AUC 0.9893 AUC Standard Deviation 0.0052 AUCdiff 0.008220551 #Background points 10054.36 basin.1 contribution 26.3559 huc contribution 9.091 nhd_cumdr contribution 1.1257 nhd_maflowu contribution 22.3681 nhd_mavelu contribution 0.105 tx_alt contribution 0.8466 tx_aspect contribution 0.16 tx_bio1 contribution 0.0003 tx_bio12 contribution 3.3481 tx_bio13 contribution 0.1579 tx_bio14 contribution 22.8258 tx_bio15 contribution 0.6433 tx_bio16 contribution 0.8326 tx_bio17 contribution 3.0879 tx_bio18 contribution 0.3917 tx_bio19 contribution 4.2119 tx_bio2 contribution 0.257 tx_bio3 contribution 0.0369 tx_bio4 contribution 0.0026 tx_bio5 contribution 0 tx_bio6 contribution 0.128 tx_bio7 contribution 0.0814 tx_cti contribution 3.8008 tx_slope contribution 0.1415 Training gain without basin.1 3.8872 Training gain without huc 3.7954 Training gain without nhd_cumdr 3.8979 Training gain without nhd_maflowu 3.9197 Training gain without nhd_mavelu 3.9186 Training gain without tx_alt 3.8984 Training gain without tx_aspect 3.9216 Training gain without tx_bio1 3.9262 Training gain without tx_bio12 3.9261 Training gain without tx_bio13 3.9258 Training gain without tx_bio14 3.9253 Training gain without tx_bio15 3.9232 Training gain without tx_bio16 3.9258 Training gain without tx_bio17 3.9236 Training gain without tx_bio18 3.9258 Training gain without tx_bio19 3.9206 Training gain without tx_bio2 3.9259 Training gain without tx_bio3 3.9239 Training gain without tx_bio4 3.9256 Training gain without tx_bio5 3.9257 Training gain without tx_bio6 3.9168 Training gain without tx_bio7 3.9266 Training gain without tx_cti 3.8087 Training gain without tx_slope 3.9209 Training gain with only basin.1 2.1738 Training gain with only huc 2.9592 Training gain with only nhd_cumdr 1.1136 Training gain with only nhd_maflowu 1.613 Training gain with only nhd_mavelu 0.6131 Training gain with only tx_alt 1.6996 Training gain with only tx_aspect 0.0618 Training gain with only tx_bio1 1.3008 Training gain with only tx_bio12 2.6394 Training gain with only tx_bio13 1.6911 Training gain with only tx_bio14 2.6859 Training gain with only tx_bio15 2.0735 Training gain with only tx_bio16 2.4197 Training gain with only tx_bio17 2.5428 Training gain with only tx_bio18 2.0863 Training gain with only tx_bio19 2.6633 Training gain with only tx_bio2 0.8105 Training gain with only tx_bio3 0.4721 Training gain with only tx_bio4 1.0231 Training gain with only tx_bio5 0.6634 Training gain with only tx_bio6 1.3813 Training gain with only tx_bio7 1.2468 Training gain with only tx_cti 1.2163 Training gain with only tx_slope 0.0634 Test gain without basin.1 4.6362 Test gain without huc 4.5259 Test gain without nhd_cumdr 4.603 Test gain without nhd_maflowu 4.6372 Test gain without nhd_mavelu 4.6307 Test gain without tx_alt 4.613 Test gain without tx_aspect 4.6492 Test gain without tx_bio1 4.6409 Test gain without tx_bio12 4.6418 Test gain without tx_bio13 4.6437 Test gain without tx_bio14 4.6327 Test gain without tx_bio15 4.6399 Test gain without tx_bio16 4.6425 Test gain without tx_bio17 4.6332 Test gain without tx_bio18 4.6445 Test gain without tx_bio19 4.6277 Test gain without tx_bio2 4.6425 Test gain without tx_bio3 4.6415 Test gain without tx_bio4 4.6412 Test gain without tx_bio5 4.6407 Test gain without tx_bio6 4.6279 Test gain without tx_bio7 4.6409 Test gain without tx_cti 4.4578 Test gain without tx_slope 4.6617 Test gain with only basin.1 2.1999 Test gain with only huc 2.9957 Test gain with only nhd_cumdr 1.1587 Test gain with only nhd_maflowu 1.7722 Test gain with only nhd_mavelu 0.6468 Test gain with only tx_alt 1.693 Test gain with only tx_aspect 0.0207 Test gain with only tx_bio1 1.5353 Test gain with only tx_bio12 2.7304 Test gain with only tx_bio13 1.8432 Test gain with only tx_bio14 2.6841 Test gain with only tx_bio15 2.087 Test gain with only tx_bio16 2.5296 Test gain with only tx_bio17 2.5622 Test gain with only tx_bio18 2.1522 Test gain with only tx_bio19 2.7764 Test gain with only tx_bio2 0.9197 Test gain with only tx_bio3 0.5901 Test gain with only tx_bio4 1.213 Test gain with only tx_bio5 0.8526 Test gain with only tx_bio6 1.5326 Test gain with only tx_bio7 1.3999 Test gain with only tx_cti 1.2224 Test gain with only tx_slope 0.0224 AUC without basin.1 0.9892 AUC without huc 0.9897 AUC without nhd_cumdr 0.9906 AUC without nhd_maflowu 0.9893 AUC without nhd_mavelu 0.9898 AUC without tx_alt 0.9893 AUC without tx_aspect 0.9897 AUC without tx_bio1 0.9893 AUC without tx_bio12 0.9896 AUC without tx_bio13 0.9896 AUC without tx_bio14 0.9894 AUC without tx_bio15 0.9897 AUC without tx_bio16 0.9896 AUC without tx_bio17 0.9896 AUC without tx_bio18 0.9896 AUC without tx_bio19 0.9895 AUC without tx_bio2 0.9896 AUC without tx_bio3 0.9897 AUC without tx_bio4 0.9895 AUC without tx_bio5 0.9895 AUC without tx_bio6 0.9888 AUC without tx_bio7 0.9895 AUC without tx_cti 0.9871 AUC without tx_slope 0.99 AUC with only basin.1 0.9465 AUC with only huc 0.9477 AUC with only nhd_cumdr 0.8328 AUC with only nhd_maflowu 0.8928 AUC with only nhd_mavelu 0.7952 AUC with only tx_alt 0.932 AUC with only tx_aspect 0.5529 AUC with only tx_bio1 0.9231 AUC with only tx_bio12 0.9575 AUC with only tx_bio13 0.9309 AUC with only tx_bio14 0.958 AUC with only tx_bio15 0.9451 AUC with only tx_bio16 0.9489 AUC with only tx_bio17 0.9606 AUC with only tx_bio18 0.9233 AUC with only tx_bio19 0.9625 AUC with only tx_bio2 0.8362 AUC with only tx_bio3 0.7898 AUC with only tx_bio4 0.8952 AUC with only tx_bio5 0.8466 AUC with only tx_bio6 0.9243 AUC with only tx_bio7 0.9116 AUC with only tx_cti 0.8617 AUC with only tx_slope 0.5389 Entropy 5.8469 Prevalence (average of logistic output over background sites) 0.0168 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0051 Fixed cumulative value 1 area 0.1822 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.0156 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0335 Fixed cumulative value 5 area 0.0814 Fixed cumulative value 5 training omission 0.0045 Fixed cumulative value 5 test omission 0.0342 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.0788 Fixed cumulative value 10 area 0.0494 Fixed cumulative value 10 training omission 0.01 Fixed cumulative value 10 test omission 0.0467 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 15.7945 Minimum training presence logistic threshold 0.1578 Minimum training presence area 0.0513 Minimum training presence training omission 0 Minimum training presence test omission 0.0606 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 54.3949 10 percentile training presence logistic threshold 0.596 10 percentile training presence area 0.0049 10 percentile training presence training omission 0.0887 10 percentile training presence test omission 0.2161 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 25.0324 Equal training sensitivity and specificity logistic threshold 0.2636 Equal training sensitivity and specificity area 0.0205 Equal training sensitivity and specificity training omission 0.0202 Equal training sensitivity and specificity test omission 0.0931 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 28.2626 Maximum training sensitivity plus specificity logistic threshold 0.3023 Maximum training sensitivity plus specificity area 0.0182 Maximum training sensitivity plus specificity training omission 0.0107 Maximum training sensitivity plus specificity test omission 0.0967 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 12.6957 Equal test sensitivity and specificity logistic threshold 0.1124 Equal test sensitivity and specificity area 0.0474 Equal test sensitivity and specificity training omission 0.0102 Equal test sensitivity and specificity test omission 0.047 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 18.2712 Maximum test sensitivity plus specificity logistic threshold 0.1777 Maximum test sensitivity plus specificity area 0.0339 Maximum test sensitivity plus specificity training omission 0.0149 Maximum test sensitivity plus specificity test omission 0.037 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 2.4553 Balance training omission, predicted area and threshold value logistic threshold 0.0137 Balance training omission, predicted area and threshold value area 0.1211 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.0217 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 14.5399 Equate entropy of thresholded and original distributions logistic threshold 0.1269 Equate entropy of thresholded and original distributions area 0.035 Equate entropy of thresholded and original distributions training omission 0.0127 Equate entropy of thresholded and original distributions test omission 0.0575 Equate entropy of thresholded and original distributions binomial probability 0