Species Cyprinodon_rubrofluviatilis (average100runs) total records 53 #Training samples 32 Regularized training gain 3.2721 Unregularized training gain 3.9887 Iterations 500 Training AUC 0.9921 #Test samples 21 Test gain 3.1382 Test AUC 0.9608 AUC Standard Deviation 0.0186 AUCdiff 0.031549239 #Background points 10031.54 basin.1 contribution 12.5807 huc contribution 21.3646 nhd_cumdr contribution 19.7038 nhd_maflowu contribution 2.0234 nhd_mavelu contribution 0.2257 tx_alt contribution 10.4824 tx_aspect contribution 0.7225 tx_bio1 contribution 0.5807 tx_bio12 contribution 1.908 tx_bio13 contribution 3.1169 tx_bio14 contribution 0.1041 tx_bio15 contribution 0.2353 tx_bio16 contribution 0.0813 tx_bio17 contribution 0.5032 tx_bio18 contribution 0.3364 tx_bio19 contribution 0.0469 tx_bio2 contribution 0.0666 tx_bio3 contribution 2.0778 tx_bio4 contribution 1.7393 tx_bio5 contribution 1.2445 tx_bio6 contribution 0.2442 tx_bio7 contribution 0.5724 tx_cti contribution 19.8098 tx_slope contribution 0.2292 Training gain without basin.1 3.2673 Training gain without huc 2.9533 Training gain without nhd_cumdr 3.2536 Training gain without nhd_maflowu 3.2596 Training gain without nhd_mavelu 3.2595 Training gain without tx_alt 3.2645 Training gain without tx_aspect 3.2519 Training gain without tx_bio1 3.2713 Training gain without tx_bio12 3.2716 Training gain without tx_bio13 3.2573 Training gain without tx_bio14 3.2715 Training gain without tx_bio15 3.2718 Training gain without tx_bio16 3.2693 Training gain without tx_bio17 3.2716 Training gain without tx_bio18 3.2688 Training gain without tx_bio19 3.2717 Training gain without tx_bio2 3.2713 Training gain without tx_bio3 3.2659 Training gain without tx_bio4 3.2642 Training gain without tx_bio5 3.2651 Training gain without tx_bio6 3.2619 Training gain without tx_bio7 3.2704 Training gain without tx_cti 2.9183 Training gain without tx_slope 3.2657 Training gain with only basin.1 0.786 Training gain with only huc 1.6687 Training gain with only nhd_cumdr 0.9619 Training gain with only nhd_maflowu 0.7512 Training gain with only nhd_mavelu 0.5406 Training gain with only tx_alt 0.7892 Training gain with only tx_aspect 0.0428 Training gain with only tx_bio1 0.4025 Training gain with only tx_bio12 0.6692 Training gain with only tx_bio13 0.7905 Training gain with only tx_bio14 0.575 Training gain with only tx_bio15 0.5069 Training gain with only tx_bio16 0.5384 Training gain with only tx_bio17 0.6746 Training gain with only tx_bio18 0.3055 Training gain with only tx_bio19 0.6873 Training gain with only tx_bio2 0.6804 Training gain with only tx_bio3 0.2775 Training gain with only tx_bio4 0.8519 Training gain with only tx_bio5 0.2783 Training gain with only tx_bio6 0.6547 Training gain with only tx_bio7 0.768 Training gain with only tx_cti 0.9322 Training gain with only tx_slope 0.0421 Test gain without basin.1 3.1454 Test gain without huc 3.0516 Test gain without nhd_cumdr 3.125 Test gain without nhd_maflowu 3.1366 Test gain without nhd_mavelu 3.1328 Test gain without tx_alt 3.1547 Test gain without tx_aspect 3.1467 Test gain without tx_bio1 3.1469 Test gain without tx_bio12 3.1445 Test gain without tx_bio13 3.12 Test gain without tx_bio14 3.1506 Test gain without tx_bio15 3.146 Test gain without tx_bio16 3.1467 Test gain without tx_bio17 3.1502 Test gain without tx_bio18 3.1446 Test gain without tx_bio19 3.1462 Test gain without tx_bio2 3.1482 Test gain without tx_bio3 3.1499 Test gain without tx_bio4 3.129 Test gain without tx_bio5 3.1325 Test gain without tx_bio6 3.133 Test gain without tx_bio7 3.1407 Test gain without tx_cti 2.6479 Test gain without tx_slope 3.1812 Test gain with only basin.1 0.8774 Test gain with only huc 1.137 Test gain with only nhd_cumdr 1.0041 Test gain with only nhd_maflowu 0.7501 Test gain with only nhd_mavelu 0.6358 Test gain with only tx_alt 0.8628 Test gain with only tx_aspect -0.0153 Test gain with only tx_bio1 0.4818 Test gain with only tx_bio12 0.7929 Test gain with only tx_bio13 0.9625 Test gain with only tx_bio14 0.6357 Test gain with only tx_bio15 0.6316 Test gain with only tx_bio16 0.6401 Test gain with only tx_bio17 0.7381 Test gain with only tx_bio18 0.3833 Test gain with only tx_bio19 0.7448 Test gain with only tx_bio2 0.8277 Test gain with only tx_bio3 0.3581 Test gain with only tx_bio4 0.8724 Test gain with only tx_bio5 0.3219 Test gain with only tx_bio6 0.7101 Test gain with only tx_bio7 0.7679 Test gain with only tx_cti 0.8897 Test gain with only tx_slope -0.0199 AUC without basin.1 0.9614 AUC without huc 0.9597 AUC without nhd_cumdr 0.9619 AUC without nhd_maflowu 0.9613 AUC without nhd_mavelu 0.9612 AUC without tx_alt 0.9617 AUC without tx_aspect 0.962 AUC without tx_bio1 0.9613 AUC without tx_bio12 0.9613 AUC without tx_bio13 0.9602 AUC without tx_bio14 0.9615 AUC without tx_bio15 0.9612 AUC without tx_bio16 0.9612 AUC without tx_bio17 0.9617 AUC without tx_bio18 0.9614 AUC without tx_bio19 0.9613 AUC without tx_bio2 0.9613 AUC without tx_bio3 0.9612 AUC without tx_bio4 0.9601 AUC without tx_bio5 0.9613 AUC without tx_bio6 0.9607 AUC without tx_bio7 0.961 AUC without tx_cti 0.9529 AUC without tx_slope 0.9633 AUC with only basin.1 0.8459 AUC with only huc 0.829 AUC with only nhd_cumdr 0.8215 AUC with only nhd_maflowu 0.8013 AUC with only nhd_mavelu 0.7875 AUC with only tx_alt 0.8415 AUC with only tx_aspect 0.5295 AUC with only tx_bio1 0.7675 AUC with only tx_bio12 0.8319 AUC with only tx_bio13 0.8655 AUC with only tx_bio14 0.7984 AUC with only tx_bio15 0.8015 AUC with only tx_bio16 0.8067 AUC with only tx_bio17 0.8283 AUC with only tx_bio18 0.7321 AUC with only tx_bio19 0.8321 AUC with only tx_bio2 0.8391 AUC with only tx_bio3 0.7125 AUC with only tx_bio4 0.8453 AUC with only tx_bio5 0.7215 AUC with only tx_bio6 0.8198 AUC with only tx_bio7 0.8329 AUC with only tx_cti 0.8127 AUC with only tx_slope 0.5188 Entropy 6.3139 Prevalence (average of logistic output over background sites) 0.0272 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0048 Fixed cumulative value 1 area 0.3254 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.03 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0296 Fixed cumulative value 5 area 0.1483 Fixed cumulative value 5 training omission 0.0059 Fixed cumulative value 5 test omission 0.0733 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.0697 Fixed cumulative value 10 area 0.0896 Fixed cumulative value 10 training omission 0.02 Fixed cumulative value 10 test omission 0.109 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 11.0207 Minimum training presence logistic threshold 0.086 Minimum training presence area 0.1026 Minimum training presence training omission 0 Minimum training presence test omission 0.0971 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 39.3883 10 percentile training presence logistic threshold 0.4203 10 percentile training presence area 0.0172 10 percentile training presence training omission 0.0894 10 percentile training presence test omission 0.3005 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 20.4907 Equal training sensitivity and specificity logistic threshold 0.1789 Equal training sensitivity and specificity area 0.0454 Equal training sensitivity and specificity training omission 0.0459 Equal training sensitivity and specificity test omission 0.181 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 26.49 Maximum training sensitivity plus specificity logistic threshold 0.2556 Maximum training sensitivity plus specificity area 0.0362 Maximum training sensitivity plus specificity training omission 0.0297 Maximum training sensitivity plus specificity test omission 0.1981 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 10.5994 Equal test sensitivity and specificity logistic threshold 0.081 Equal test sensitivity and specificity area 0.099 Equal test sensitivity and specificity training omission 0.0212 Equal test sensitivity and specificity test omission 0.1 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 14.4705 Maximum test sensitivity plus specificity logistic threshold 0.1199 Maximum test sensitivity plus specificity area 0.0803 Maximum test sensitivity plus specificity training omission 0.0237 Maximum test sensitivity plus specificity test omission 0.0686 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 3.8656 Balance training omission, predicted area and threshold value logistic threshold 0.0217 Balance training omission, predicted area and threshold value area 0.1724 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.0595 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 16.1093 Equate entropy of thresholded and original distributions logistic threshold 0.1274 Equate entropy of thresholded and original distributions area 0.0568 Equate entropy of thresholded and original distributions training omission 0.0362 Equate entropy of thresholded and original distributions test omission 0.1524 Equate entropy of thresholded and original distributions binomial probability 0