Species Centrarchus_macropterus (average) total records 39 #Training samples 24 Regularized training gain 3.8128 Unregularized training gain 4.4342 Iterations 499.4 Training AUC 0.9972 #Test samples 15 Test gain 3.7318 Test AUC 0.986 AUC Standard Deviation 0.0066 AUCdiff 0.011231448 #Background points 10024 basin.1 contribution 14.5883 huc contribution 16.6603 nhd_cumdr contribution 0.2996 nhd_maflowu contribution 6.596 nhd_mavelu contribution 0.0924 tx_alt contribution 1.2271 tx_aspect contribution 0.7182 tx_bio1 contribution 0 tx_bio12 contribution 1.8638 tx_bio13 contribution 0.0948 tx_bio14 contribution 18.7746 tx_bio15 contribution 16.9431 tx_bio16 contribution 0.2337 tx_bio17 contribution 4.7336 tx_bio18 contribution 0.1918 tx_bio19 contribution 12.7701 tx_bio2 contribution 0.1341 tx_bio3 contribution 0.1282 tx_bio4 contribution 0 tx_bio5 contribution 0.007 tx_bio6 contribution 0.1676 tx_bio7 contribution 0 tx_cti contribution 3.706 tx_slope contribution 0.0699 Training gain without basin.1 3.8015 Training gain without huc 3.6256 Training gain without nhd_cumdr 3.8104 Training gain without nhd_maflowu 3.8019 Training gain without nhd_mavelu 3.8082 Training gain without tx_alt 3.7708 Training gain without tx_aspect 3.7933 Training gain without tx_bio1 3.8124 Training gain without tx_bio12 3.8128 Training gain without tx_bio13 3.8121 Training gain without tx_bio14 3.7921 Training gain without tx_bio15 3.8037 Training gain without tx_bio16 3.8106 Training gain without tx_bio17 3.785 Training gain without tx_bio18 3.8126 Training gain without tx_bio19 3.7942 Training gain without tx_bio2 3.8082 Training gain without tx_bio3 3.8085 Training gain without tx_bio4 3.8125 Training gain without tx_bio5 3.8125 Training gain without tx_bio6 3.8066 Training gain without tx_bio7 3.8125 Training gain without tx_cti 3.722 Training gain without tx_slope 3.8108 Training gain with only basin.1 2.1813 Training gain with only huc 2.9876 Training gain with only nhd_cumdr 0.1831 Training gain with only nhd_maflowu 0.6972 Training gain with only nhd_mavelu 0.0326 Training gain with only tx_alt 1.706 Training gain with only tx_aspect 0.0593 Training gain with only tx_bio1 0.7072 Training gain with only tx_bio12 2.4817 Training gain with only tx_bio13 1.4195 Training gain with only tx_bio14 2.5588 Training gain with only tx_bio15 2.3851 Training gain with only tx_bio16 2.1805 Training gain with only tx_bio17 2.6381 Training gain with only tx_bio18 1.9062 Training gain with only tx_bio19 2.7661 Training gain with only tx_bio2 0.646 Training gain with only tx_bio3 0.2433 Training gain with only tx_bio4 0.5361 Training gain with only tx_bio5 0.706 Training gain with only tx_bio6 0.926 Training gain with only tx_bio7 0.8069 Training gain with only tx_cti 0.578 Training gain with only tx_slope 0.107 Test gain without basin.1 3.7551 Test gain without huc 3.6633 Test gain without nhd_cumdr 3.7332 Test gain without nhd_maflowu 3.8178 Test gain without nhd_mavelu 3.7006 Test gain without tx_alt 3.6908 Test gain without tx_aspect 3.6946 Test gain without tx_bio1 3.7243 Test gain without tx_bio12 3.7104 Test gain without tx_bio13 3.7259 Test gain without tx_bio14 3.6793 Test gain without tx_bio15 3.7226 Test gain without tx_bio16 3.7221 Test gain without tx_bio17 3.7125 Test gain without tx_bio18 3.7293 Test gain without tx_bio19 3.6976 Test gain without tx_bio2 3.7296 Test gain without tx_bio3 3.7164 Test gain without tx_bio4 3.7165 Test gain without tx_bio5 3.7158 Test gain without tx_bio6 3.7114 Test gain without tx_bio7 3.7291 Test gain without tx_cti 3.6105 Test gain without tx_slope 3.7257 Test gain with only basin.1 2.3271 Test gain with only huc 2.9876 Test gain with only nhd_cumdr 0.0648 Test gain with only nhd_maflowu 0.4 Test gain with only nhd_mavelu -0.0123 Test gain with only tx_alt 1.7766 Test gain with only tx_aspect 0.0349 Test gain with only tx_bio1 1.0676 Test gain with only tx_bio12 2.5988 Test gain with only tx_bio13 1.6607 Test gain with only tx_bio14 2.6856 Test gain with only tx_bio15 2.4355 Test gain with only tx_bio16 2.3739 Test gain with only tx_bio17 2.8061 Test gain with only tx_bio18 2.0973 Test gain with only tx_bio19 2.8453 Test gain with only tx_bio2 0.8724 Test gain with only tx_bio3 0.4048 Test gain with only tx_bio4 0.7662 Test gain with only tx_bio5 1.199 Test gain with only tx_bio6 1.1451 Test gain with only tx_bio7 1.0639 Test gain with only tx_cti 0.595 Test gain with only tx_slope 0.1078 AUC without basin.1 0.9867 AUC without huc 0.9859 AUC without nhd_cumdr 0.9859 AUC without nhd_maflowu 0.9881 AUC without nhd_mavelu 0.9856 AUC without tx_alt 0.9845 AUC without tx_aspect 0.986 AUC without tx_bio1 0.9858 AUC without tx_bio12 0.9858 AUC without tx_bio13 0.9859 AUC without tx_bio14 0.9862 AUC without tx_bio15 0.9857 AUC without tx_bio16 0.9858 AUC without tx_bio17 0.9863 AUC without tx_bio18 0.9859 AUC without tx_bio19 0.9859 AUC without tx_bio2 0.9859 AUC without tx_bio3 0.9861 AUC without tx_bio4 0.9859 AUC without tx_bio5 0.9859 AUC without tx_bio6 0.9857 AUC without tx_bio7 0.9859 AUC without tx_cti 0.9853 AUC without tx_slope 0.9859 AUC with only basin.1 0.9514 AUC with only huc 0.9371 AUC with only nhd_cumdr 0.616 AUC with only nhd_maflowu 0.799 AUC with only nhd_mavelu 0.5213 AUC with only tx_alt 0.9363 AUC with only tx_aspect 0.5723 AUC with only tx_bio1 0.8819 AUC with only tx_bio12 0.9732 AUC with only tx_bio13 0.9296 AUC with only tx_bio14 0.9725 AUC with only tx_bio15 0.9635 AUC with only tx_bio16 0.9668 AUC with only tx_bio17 0.9751 AUC with only tx_bio18 0.9563 AUC with only tx_bio19 0.9786 AUC with only tx_bio2 0.8498 AUC with only tx_bio3 0.7583 AUC with only tx_bio4 0.8399 AUC with only tx_bio5 0.913 AUC with only tx_bio6 0.8894 AUC with only tx_bio7 0.8798 AUC with only tx_cti 0.7922 AUC with only tx_slope 0.5512 Entropy 5.6122 Prevalence (average of logistic output over background sites) 0.0132 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0079 Fixed cumulative value 1 area 0.1015 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.02 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0494 Fixed cumulative value 5 area 0.0489 Fixed cumulative value 5 training omission 0 Fixed cumulative value 5 test omission 0.0667 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.1113 Fixed cumulative value 10 area 0.0316 Fixed cumulative value 10 training omission 0.0004 Fixed cumulative value 10 test omission 0.1127 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 22.3309 Minimum training presence logistic threshold 0.2699 Minimum training presence area 0.0173 Minimum training presence training omission 0 Minimum training presence test omission 0.1873 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 38.7694 10 percentile training presence logistic threshold 0.4591 10 percentile training presence area 0.0085 10 percentile training presence training omission 0.0787 10 percentile training presence test omission 0.318 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 22.337 Equal training sensitivity and specificity logistic threshold 0.27 Equal training sensitivity and specificity area 0.0173 Equal training sensitivity and specificity training omission 0.0113 Equal training sensitivity and specificity test omission 0.1887 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 22.3283 Maximum training sensitivity plus specificity logistic threshold 0.2698 Maximum training sensitivity plus specificity area 0.0173 Maximum training sensitivity plus specificity training omission 0 Maximum training sensitivity plus specificity test omission 0.1847 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 6.5444 Equal test sensitivity and specificity logistic threshold 0.0707 Equal test sensitivity and specificity area 0.0559 Equal test sensitivity and specificity training omission 0.0029 Equal test sensitivity and specificity test omission 0.054 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 8.7636 Maximum test sensitivity plus specificity logistic threshold 0.0984 Maximum test sensitivity plus specificity area 0.0515 Maximum test sensitivity plus specificity training omission 0.0054 Maximum test sensitivity plus specificity test omission 0.014 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 1.4072 Balance training omission, predicted area and threshold value logistic threshold 0.0109 Balance training omission, predicted area and threshold value area 0.0887 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.028 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 11.9651 Equate entropy of thresholded and original distributions logistic threshold 0.1349 Equate entropy of thresholded and original distributions area 0.0277 Equate entropy of thresholded and original distributions training omission 0.0025 Equate entropy of thresholded and original distributions test omission 0.1273 Equate entropy of thresholded and original distributions binomial probability 0