Species Fundulus_zebrinus (average) total records 114 #Training samples 69 Regularized training gain 2.738 Unregularized training gain 3.3428 Iterations 500 Training AUC 0.9899 #Test samples 45 Test gain 2.9822 Test AUC 0.9633 AUC Standard Deviation 0.0128 AUCdiff 0.026871401 #Background points 10068.43 basin.1 contribution 5.0849 huc contribution 37.0992 nhd_cumdr contribution 20.6103 nhd_maflowu contribution 2.275 nhd_mavelu contribution 0.6447 tx_alt contribution 12.0153 tx_aspect contribution 0.3857 tx_bio1 contribution 1.2222 tx_bio12 contribution 0.0033 tx_bio13 contribution 0.3229 tx_bio14 contribution 0.2235 tx_bio15 contribution 0.1085 tx_bio16 contribution 0.0234 tx_bio17 contribution 0.0376 tx_bio18 contribution 0.0419 tx_bio19 contribution 0.0339 tx_bio2 contribution 0.1662 tx_bio3 contribution 0.2613 tx_bio4 contribution 0.037 tx_bio5 contribution 3.1614 tx_bio6 contribution 0.6565 tx_bio7 contribution 0.1668 tx_cti contribution 14.3188 tx_slope contribution 1.0997 Training gain without basin.1 2.7307 Training gain without huc 2.1898 Training gain without nhd_cumdr 2.7178 Training gain without nhd_maflowu 2.6944 Training gain without nhd_mavelu 2.7019 Training gain without tx_alt 2.7287 Training gain without tx_aspect 2.7276 Training gain without tx_bio1 2.7381 Training gain without tx_bio12 2.738 Training gain without tx_bio13 2.7353 Training gain without tx_bio14 2.7345 Training gain without tx_bio15 2.7384 Training gain without tx_bio16 2.7376 Training gain without tx_bio17 2.7382 Training gain without tx_bio18 2.7371 Training gain without tx_bio19 2.7375 Training gain without tx_bio2 2.7362 Training gain without tx_bio3 2.731 Training gain without tx_bio4 2.7375 Training gain without tx_bio5 2.735 Training gain without tx_bio6 2.7259 Training gain without tx_bio7 2.7353 Training gain without tx_cti 2.4642 Training gain without tx_slope 2.7177 Training gain with only basin.1 0.4968 Training gain with only huc 1.5451 Training gain with only nhd_cumdr 0.7116 Training gain with only nhd_maflowu 0.4867 Training gain with only nhd_mavelu 0.6543 Training gain with only tx_alt 0.5877 Training gain with only tx_aspect 0.0351 Training gain with only tx_bio1 0.1005 Training gain with only tx_bio12 0.3494 Training gain with only tx_bio13 0.3138 Training gain with only tx_bio14 0.3158 Training gain with only tx_bio15 0.3345 Training gain with only tx_bio16 0.3631 Training gain with only tx_bio17 0.3307 Training gain with only tx_bio18 0.3656 Training gain with only tx_bio19 0.3486 Training gain with only tx_bio2 0.3907 Training gain with only tx_bio3 0.0959 Training gain with only tx_bio4 0.2657 Training gain with only tx_bio5 0.3674 Training gain with only tx_bio6 0.3144 Training gain with only tx_bio7 0.3858 Training gain with only tx_cti 0.6169 Training gain with only tx_slope 0.0469 Test gain without basin.1 2.977 Test gain without huc 2.4609 Test gain without nhd_cumdr 2.9582 Test gain without nhd_maflowu 2.927 Test gain without nhd_mavelu 2.9394 Test gain without tx_alt 2.9754 Test gain without tx_aspect 2.9829 Test gain without tx_bio1 2.9843 Test gain without tx_bio12 2.9807 Test gain without tx_bio13 2.9755 Test gain without tx_bio14 2.976 Test gain without tx_bio15 2.9807 Test gain without tx_bio16 2.9795 Test gain without tx_bio17 2.9825 Test gain without tx_bio18 2.9809 Test gain without tx_bio19 2.9812 Test gain without tx_bio2 2.9804 Test gain without tx_bio3 2.9754 Test gain without tx_bio4 2.9828 Test gain without tx_bio5 2.9839 Test gain without tx_bio6 2.9784 Test gain without tx_bio7 2.9798 Test gain without tx_cti 2.5463 Test gain without tx_slope 2.9588 Test gain with only basin.1 0.5655 Test gain with only huc 1.3766 Test gain with only nhd_cumdr 0.736 Test gain with only nhd_maflowu 0.4963 Test gain with only nhd_mavelu 0.6967 Test gain with only tx_alt 0.6365 Test gain with only tx_aspect 0.0016 Test gain with only tx_bio1 0.0999 Test gain with only tx_bio12 0.3678 Test gain with only tx_bio13 0.3126 Test gain with only tx_bio14 0.3192 Test gain with only tx_bio15 0.3708 Test gain with only tx_bio16 0.3643 Test gain with only tx_bio17 0.3331 Test gain with only tx_bio18 0.3604 Test gain with only tx_bio19 0.3461 Test gain with only tx_bio2 0.4295 Test gain with only tx_bio3 0.1179 Test gain with only tx_bio4 0.288 Test gain with only tx_bio5 0.3586 Test gain with only tx_bio6 0.3285 Test gain with only tx_bio7 0.3923 Test gain with only tx_cti 0.6608 Test gain with only tx_slope 0.0239 AUC without basin.1 0.9627 AUC without huc 0.9432 AUC without nhd_cumdr 0.963 AUC without nhd_maflowu 0.9621 AUC without nhd_mavelu 0.9631 AUC without tx_alt 0.9633 AUC without tx_aspect 0.9635 AUC without tx_bio1 0.9634 AUC without tx_bio12 0.9632 AUC without tx_bio13 0.9637 AUC without tx_bio14 0.9629 AUC without tx_bio15 0.9633 AUC without tx_bio16 0.9632 AUC without tx_bio17 0.9633 AUC without tx_bio18 0.9634 AUC without tx_bio19 0.9632 AUC without tx_bio2 0.9633 AUC without tx_bio3 0.9629 AUC without tx_bio4 0.9634 AUC without tx_bio5 0.9639 AUC without tx_bio6 0.963 AUC without tx_bio7 0.9632 AUC without tx_cti 0.952 AUC without tx_slope 0.9619 AUC with only basin.1 0.7791 AUC with only huc 0.8775 AUC with only nhd_cumdr 0.8096 AUC with only nhd_maflowu 0.7542 AUC with only nhd_mavelu 0.8028 AUC with only tx_alt 0.8003 AUC with only tx_aspect 0.5185 AUC with only tx_bio1 0.6026 AUC with only tx_bio12 0.7174 AUC with only tx_bio13 0.695 AUC with only tx_bio14 0.7132 AUC with only tx_bio15 0.7449 AUC with only tx_bio16 0.7146 AUC with only tx_bio17 0.7147 AUC with only tx_bio18 0.7032 AUC with only tx_bio19 0.7146 AUC with only tx_bio2 0.7475 AUC with only tx_bio3 0.5997 AUC with only tx_bio4 0.7011 AUC with only tx_bio5 0.7355 AUC with only tx_bio6 0.7044 AUC with only tx_bio7 0.7439 AUC with only tx_cti 0.797 AUC with only tx_slope 0.5543 Entropy 6.8453 Prevalence (average of logistic output over background sites) 0.045 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0062 Fixed cumulative value 1 area 0.4564 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.0164 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0351 Fixed cumulative value 5 area 0.2181 Fixed cumulative value 5 training omission 0.0016 Fixed cumulative value 5 test omission 0.0382 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.0796 Fixed cumulative value 10 area 0.1347 Fixed cumulative value 10 training omission 0.0081 Fixed cumulative value 10 test omission 0.0696 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 11.2151 Minimum training presence logistic threshold 0.0948 Minimum training presence area 0.1405 Minimum training presence training omission 0 Minimum training presence test omission 0.0664 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 37.9138 10 percentile training presence logistic threshold 0.4298 10 percentile training presence area 0.0268 10 percentile training presence training omission 0.0851 10 percentile training presence test omission 0.2398 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 26.5902 Equal training sensitivity and specificity logistic threshold 0.2724 Equal training sensitivity and specificity area 0.0468 Equal training sensitivity and specificity training omission 0.0463 Equal training sensitivity and specificity test omission 0.1658 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 27.8666 Maximum training sensitivity plus specificity logistic threshold 0.2903 Maximum training sensitivity plus specificity area 0.0455 Maximum training sensitivity plus specificity training omission 0.031 Maximum training sensitivity plus specificity test omission 0.1647 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 15.515 Equal test sensitivity and specificity logistic threshold 0.1386 Equal test sensitivity and specificity area 0.0958 Equal test sensitivity and specificity training omission 0.0228 Equal test sensitivity and specificity test omission 0.0958 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 19.119 Maximum test sensitivity plus specificity logistic threshold 0.1826 Maximum test sensitivity plus specificity area 0.083 Maximum test sensitivity plus specificity training omission 0.0274 Maximum test sensitivity plus specificity test omission 0.0767 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 5.0306 Balance training omission, predicted area and threshold value logistic threshold 0.0354 Balance training omission, predicted area and threshold value area 0.2175 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.0349 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 14.7302 Equate entropy of thresholded and original distributions logistic threshold 0.126 Equate entropy of thresholded and original distributions area 0.0947 Equate entropy of thresholded and original distributions training omission 0.0173 Equate entropy of thresholded and original distributions test omission 0.0982 Equate entropy of thresholded and original distributions binomial probability 0