Species Gambusia_nobilis (average100runs) total records 17 #Training samples 11 Regularized training gain 4.7681 Unregularized training gain 5.6158 Iterations 499.2 Training AUC 0.9995 #Test samples 6 Test gain 3.7443 Test AUC 0.9841 AUC Standard Deviation 0.0118 AUCdiff 0.015407704 #Background points 10011 basin.1 contribution 19.8801 huc contribution 55.1529 nhd_cumdr contribution 1.1933 nhd_maflowu contribution 0.371 nhd_mavelu contribution 0.2511 tx_alt contribution 0.1539 tx_aspect contribution 1.7532 tx_bio1 contribution 0.0201 tx_bio12 contribution 2.2667 tx_bio13 contribution 0.1968 tx_bio14 contribution 2.0322 tx_bio15 contribution 0.1709 tx_bio16 contribution 0.1483 tx_bio17 contribution 0.7643 tx_bio18 contribution 0.4717 tx_bio19 contribution 1.4666 tx_bio2 contribution 1.1139 tx_bio3 contribution 0.2018 tx_bio4 contribution 0.1796 tx_bio5 contribution 0.0267 tx_bio6 contribution 5.9784 tx_bio7 contribution 0.0009 tx_cti contribution 1.504 tx_slope contribution 4.7016 Training gain without basin.1 4.7708 Training gain without huc 4.5598 Training gain without nhd_cumdr 4.7699 Training gain without nhd_maflowu 4.7531 Training gain without nhd_mavelu 4.7559 Training gain without tx_alt 4.7682 Training gain without tx_aspect 4.7465 Training gain without tx_bio1 4.7702 Training gain without tx_bio12 4.7363 Training gain without tx_bio13 4.7661 Training gain without tx_bio14 4.7429 Training gain without tx_bio15 4.7724 Training gain without tx_bio16 4.7696 Training gain without tx_bio17 4.7403 Training gain without tx_bio18 4.7694 Training gain without tx_bio19 4.65 Training gain without tx_bio2 4.7703 Training gain without tx_bio3 4.768 Training gain without tx_bio4 4.7662 Training gain without tx_bio5 4.7692 Training gain without tx_bio6 4.5372 Training gain without tx_bio7 4.7692 Training gain without tx_cti 4.7213 Training gain without tx_slope 4.7165 Training gain with only basin.1 1.4164 Training gain with only huc 3.5776 Training gain with only nhd_cumdr 0.0288 Training gain with only nhd_maflowu 0.1203 Training gain with only nhd_mavelu 0.0878 Training gain with only tx_alt 0.5378 Training gain with only tx_aspect 0.2386 Training gain with only tx_bio1 0.0103 Training gain with only tx_bio12 1.946 Training gain with only tx_bio13 1.5971 Training gain with only tx_bio14 1.3306 Training gain with only tx_bio15 0.4626 Training gain with only tx_bio16 1.6561 Training gain with only tx_bio17 1.6456 Training gain with only tx_bio18 1.6106 Training gain with only tx_bio19 1.1151 Training gain with only tx_bio2 2.2082 Training gain with only tx_bio3 1.7758 Training gain with only tx_bio4 0.0197 Training gain with only tx_bio5 0.1304 Training gain with only tx_bio6 1.5374 Training gain with only tx_bio7 0.1557 Training gain with only tx_cti 0.043 Training gain with only tx_slope 0.0625 Test gain without basin.1 3.749 Test gain without huc 1.0315 Test gain without nhd_cumdr 3.8174 Test gain without nhd_maflowu 5.1066 Test gain without nhd_mavelu 5.2001 Test gain without tx_alt 4.0555 Test gain without tx_aspect 3.2992 Test gain without tx_bio1 3.3004 Test gain without tx_bio12 3.2952 Test gain without tx_bio13 3.8955 Test gain without tx_bio14 3.4818 Test gain without tx_bio15 3.5664 Test gain without tx_bio16 3.7974 Test gain without tx_bio17 3.8949 Test gain without tx_bio18 3.7807 Test gain without tx_bio19 2.5805 Test gain without tx_bio2 3.7355 Test gain without tx_bio3 3.8308 Test gain without tx_bio4 3.6689 Test gain without tx_bio5 3.9753 Test gain without tx_bio6 1.887 Test gain without tx_bio7 3.6389 Test gain without tx_cti 3.1686 Test gain without tx_slope 3.9466 Test gain with only basin.1 1.6211 Test gain with only huc 4.1809 Test gain with only nhd_cumdr -3.5455 Test gain with only nhd_maflowu -3.3432 Test gain with only nhd_mavelu 0.079 Test gain with only tx_alt 0.807 Test gain with only tx_aspect 0.1536 Test gain with only tx_bio1 0.0146 Test gain with only tx_bio12 2.3409 Test gain with only tx_bio13 1.8986 Test gain with only tx_bio14 1.4742 Test gain with only tx_bio15 0.6816 Test gain with only tx_bio16 1.7373 Test gain with only tx_bio17 2.0773 Test gain with only tx_bio18 1.7141 Test gain with only tx_bio19 1.3523 Test gain with only tx_bio2 2.3724 Test gain with only tx_bio3 1.3841 Test gain with only tx_bio4 0.0224 Test gain with only tx_bio5 0.164 Test gain with only tx_bio6 1.9439 Test gain with only tx_bio7 0.1752 Test gain with only tx_cti 0.0377 Test gain with only tx_slope -0.1726 AUC without basin.1 0.9835 AUC without huc 0.9759 AUC without nhd_cumdr 0.9845 AUC without nhd_maflowu 0.9905 AUC without nhd_mavelu 0.9918 AUC without tx_alt 0.9837 AUC without tx_aspect 0.9822 AUC without tx_bio1 0.9823 AUC without tx_bio12 0.9827 AUC without tx_bio13 0.9847 AUC without tx_bio14 0.9831 AUC without tx_bio15 0.9837 AUC without tx_bio16 0.984 AUC without tx_bio17 0.9835 AUC without tx_bio18 0.9837 AUC without tx_bio19 0.9777 AUC without tx_bio2 0.9837 AUC without tx_bio3 0.984 AUC without tx_bio4 0.9822 AUC without tx_bio5 0.9825 AUC without tx_bio6 0.9709 AUC without tx_bio7 0.9815 AUC without tx_cti 0.9834 AUC without tx_slope 0.9859 AUC with only basin.1 0.9056 AUC with only huc 0.9898 AUC with only nhd_cumdr 0.5332 AUC with only nhd_maflowu 0.5667 AUC with only nhd_mavelu 0.6692 AUC with only tx_alt 0.829 AUC with only tx_aspect 0.7016 AUC with only tx_bio1 0.553 AUC with only tx_bio12 0.9802 AUC with only tx_bio13 0.9376 AUC with only tx_bio14 0.9109 AUC with only tx_bio15 0.8144 AUC with only tx_bio16 0.9426 AUC with only tx_bio17 0.9702 AUC with only tx_bio18 0.9335 AUC with only tx_bio19 0.9429 AUC with only tx_bio2 0.9676 AUC with only tx_bio3 0.9499 AUC with only tx_bio4 0.5644 AUC with only tx_bio5 0.6928 AUC with only tx_bio6 0.9663 AUC with only tx_bio7 0.7001 AUC with only tx_cti 0.5963 AUC with only tx_slope 0.5243 Entropy 4.8201 Prevalence (average of logistic output over background sites) 0.006 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.006 Fixed cumulative value 1 area 0.0701 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.055 Fixed cumulative value 1 binomial probability 0.0001 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0275 Fixed cumulative value 5 area 0.0323 Fixed cumulative value 5 training omission 0 Fixed cumulative value 5 test omission 0.0833 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.0709 Fixed cumulative value 10 area 0.0177 Fixed cumulative value 10 training omission 0 Fixed cumulative value 10 test omission 0.0883 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 49.2654 Minimum training presence logistic threshold 0.5656 Minimum training presence area 0.0024 Minimum training presence training omission 0 Minimum training presence test omission 0.1917 Minimum training presence binomial probability 0.01 10 percentile training presence cumulative threshold 65.6613 10 percentile training presence logistic threshold 0.702 10 percentile training presence area 0.0011 10 percentile training presence training omission 0.0773 10 percentile training presence test omission 0.2883 10 percentile training presence binomial probability 0.01 Equal training sensitivity and specificity cumulative threshold 49.2441 Equal training sensitivity and specificity logistic threshold 0.5649 Equal training sensitivity and specificity area 0.0024 Equal training sensitivity and specificity training omission 0 Equal training sensitivity and specificity test omission 0.1833 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 49.2441 Maximum training sensitivity plus specificity logistic threshold 0.5649 Maximum training sensitivity plus specificity area 0.0024 Maximum training sensitivity plus specificity training omission 0 Maximum training sensitivity plus specificity test omission 0.1833 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 32.5871 Equal test sensitivity and specificity logistic threshold 0.359 Equal test sensitivity and specificity area 0.0405 Equal test sensitivity and specificity training omission 0.0418 Equal test sensitivity and specificity test omission 0.0317 Equal test sensitivity and specificity binomial probability 0.0021 Maximum test sensitivity plus specificity cumulative threshold 37.6482 Maximum test sensitivity plus specificity logistic threshold 0.4165 Maximum test sensitivity plus specificity area 0.02 Maximum test sensitivity plus specificity training omission 0.0445 Maximum test sensitivity plus specificity test omission 0.0217 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 0.8664 Balance training omission, predicted area and threshold value logistic threshold 0.0051 Balance training omission, predicted area and threshold value area 0.0728 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.0517 Balance training omission, predicted area and threshold value binomial probability 0.0002 Equate entropy of thresholded and original distributions cumulative threshold 13.4024 Equate entropy of thresholded and original distributions logistic threshold 0.1055 Equate entropy of thresholded and original distributions area 0.0129 Equate entropy of thresholded and original distributions training omission 0 Equate entropy of thresholded and original distributions test omission 0.09 Equate entropy of thresholded and original distributions binomial probability 0