Species Macrhybopsis_marconis (average100runs) total records 38 #Training samples 23 Regularized training gain 4.5003 Unregularized training gain 5.0713 Iterations 499.8 Training AUC 0.9989 #Test samples 15 Test gain 5.1379 Test AUC 0.9906 AUC Standard Deviation 0.0061 AUCdiff 0.00830914 #Background points 10023 basin.1 contribution 50.3638 huc contribution 13.1781 nhd_cumdr contribution 0.5409 nhd_maflowu contribution 27.2624 nhd_mavelu contribution 0.5808 tx_alt contribution 0.4386 tx_aspect contribution 0.4723 tx_bio1 contribution 0.0052 tx_bio12 contribution 0.0032 tx_bio13 contribution 0.0001 tx_bio14 contribution 1.2758 tx_bio15 contribution 0.5986 tx_bio16 contribution 0 tx_bio17 contribution 0.0109 tx_bio18 contribution 0.0724 tx_bio19 contribution 0.1092 tx_bio2 contribution 0.0052 tx_bio3 contribution 0.0055 tx_bio4 contribution 0.1634 tx_bio5 contribution 0.0018 tx_bio6 contribution 0.0309 tx_bio7 contribution 0.0841 tx_cti contribution 3.9952 tx_slope contribution 0.8014 Training gain without basin.1 4.2967 Training gain without huc 4.3044 Training gain without nhd_cumdr 4.495 Training gain without nhd_maflowu 4.4841 Training gain without nhd_mavelu 4.4487 Training gain without tx_alt 4.4935 Training gain without tx_aspect 4.4813 Training gain without tx_bio1 4.5 Training gain without tx_bio12 4.5002 Training gain without tx_bio13 4.5002 Training gain without tx_bio14 4.4988 Training gain without tx_bio15 4.4871 Training gain without tx_bio16 4.5002 Training gain without tx_bio17 4.5001 Training gain without tx_bio18 4.4955 Training gain without tx_bio19 4.5 Training gain without tx_bio2 4.5002 Training gain without tx_bio3 4.4999 Training gain without tx_bio4 4.4979 Training gain without tx_bio5 4.5002 Training gain without tx_bio6 4.5001 Training gain without tx_bio7 4.498 Training gain without tx_cti 4.3702 Training gain without tx_slope 4.4678 Training gain with only basin.1 2.7092 Training gain with only huc 2.8508 Training gain with only nhd_cumdr 0.9699 Training gain with only nhd_maflowu 1.6153 Training gain with only nhd_mavelu 1.0054 Training gain with only tx_alt 0.5342 Training gain with only tx_aspect 0.0679 Training gain with only tx_bio1 0.9779 Training gain with only tx_bio12 1.1459 Training gain with only tx_bio13 0.6317 Training gain with only tx_bio14 1.2719 Training gain with only tx_bio15 1.4337 Training gain with only tx_bio16 0.7558 Training gain with only tx_bio17 1.3012 Training gain with only tx_bio18 0.4516 Training gain with only tx_bio19 1.3121 Training gain with only tx_bio2 0.5421 Training gain with only tx_bio3 0.3451 Training gain with only tx_bio4 0.9113 Training gain with only tx_bio5 0.1728 Training gain with only tx_bio6 1.0692 Training gain with only tx_bio7 0.9583 Training gain with only tx_cti 0.7214 Training gain with only tx_slope 0.1162 Test gain without basin.1 4.9577 Test gain without huc 4.8476 Test gain without nhd_cumdr 5.1779 Test gain without nhd_maflowu 5.1084 Test gain without nhd_mavelu 5.0174 Test gain without tx_alt 5.1172 Test gain without tx_aspect 5.0876 Test gain without tx_bio1 5.1289 Test gain without tx_bio12 5.1391 Test gain without tx_bio13 5.1383 Test gain without tx_bio14 5.1389 Test gain without tx_bio15 5.1064 Test gain without tx_bio16 5.1369 Test gain without tx_bio17 5.1378 Test gain without tx_bio18 5.1188 Test gain without tx_bio19 5.1481 Test gain without tx_bio2 5.1262 Test gain without tx_bio3 5.1195 Test gain without tx_bio4 5.1116 Test gain without tx_bio5 5.117 Test gain without tx_bio6 5.1183 Test gain without tx_bio7 5.1286 Test gain without tx_cti 4.8887 Test gain without tx_slope 5.0713 Test gain with only basin.1 2.8852 Test gain with only huc 3.0081 Test gain with only nhd_cumdr 0.7256 Test gain with only nhd_maflowu 1.5025 Test gain with only nhd_mavelu 1.0613 Test gain with only tx_alt 0.5162 Test gain with only tx_aspect 0.0387 Test gain with only tx_bio1 1.1838 Test gain with only tx_bio12 1.5068 Test gain with only tx_bio13 0.9058 Test gain with only tx_bio14 1.5307 Test gain with only tx_bio15 1.7918 Test gain with only tx_bio16 1.0563 Test gain with only tx_bio17 1.6276 Test gain with only tx_bio18 0.6824 Test gain with only tx_bio19 1.5822 Test gain with only tx_bio2 0.7153 Test gain with only tx_bio3 0.5743 Test gain with only tx_bio4 1.2366 Test gain with only tx_bio5 0.2836 Test gain with only tx_bio6 1.3155 Test gain with only tx_bio7 1.2968 Test gain with only tx_cti 0.7079 Test gain with only tx_slope 0.1171 AUC without basin.1 0.9888 AUC without huc 0.9905 AUC without nhd_cumdr 0.9917 AUC without nhd_maflowu 0.9909 AUC without nhd_mavelu 0.9902 AUC without tx_alt 0.9905 AUC without tx_aspect 0.9904 AUC without tx_bio1 0.9905 AUC without tx_bio12 0.9906 AUC without tx_bio13 0.9906 AUC without tx_bio14 0.9906 AUC without tx_bio15 0.9902 AUC without tx_bio16 0.9906 AUC without tx_bio17 0.9906 AUC without tx_bio18 0.9904 AUC without tx_bio19 0.9906 AUC without tx_bio2 0.9906 AUC without tx_bio3 0.9906 AUC without tx_bio4 0.9906 AUC without tx_bio5 0.9906 AUC without tx_bio6 0.9906 AUC without tx_bio7 0.9905 AUC without tx_cti 0.9885 AUC without tx_slope 0.9903 AUC with only basin.1 0.9718 AUC with only huc 0.9593 AUC with only nhd_cumdr 0.8271 AUC with only nhd_maflowu 0.8927 AUC with only nhd_mavelu 0.8502 AUC with only tx_alt 0.754 AUC with only tx_aspect 0.5894 AUC with only tx_bio1 0.8935 AUC with only tx_bio12 0.9283 AUC with only tx_bio13 0.862 AUC with only tx_bio14 0.9236 AUC with only tx_bio15 0.9442 AUC with only tx_bio16 0.8849 AUC with only tx_bio17 0.9334 AUC with only tx_bio18 0.8379 AUC with only tx_bio19 0.9325 AUC with only tx_bio2 0.8204 AUC with only tx_bio3 0.796 AUC with only tx_bio4 0.9079 AUC with only tx_bio5 0.7209 AUC with only tx_bio6 0.9082 AUC with only tx_bio7 0.9146 AUC with only tx_cti 0.7937 AUC with only tx_slope 0.5553 Entropy 5.181 Prevalence (average of logistic output over background sites) 0.0084 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0011 Fixed cumulative value 1 area 0.2835 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.006 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0145 Fixed cumulative value 5 area 0.0554 Fixed cumulative value 5 training omission 0 Fixed cumulative value 5 test omission 0.0233 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.072 Fixed cumulative value 10 area 0.0256 Fixed cumulative value 10 training omission 0 Fixed cumulative value 10 test omission 0.0413 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 26.2645 Minimum training presence logistic threshold 0.2906 Minimum training presence area 0.0097 Minimum training presence training omission 0 Minimum training presence test omission 0.0833 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 51.2132 10 percentile training presence logistic threshold 0.6119 10 percentile training presence area 0.0027 10 percentile training presence training omission 0.0809 10 percentile training presence test omission 0.2227 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 26.2594 Equal training sensitivity and specificity logistic threshold 0.2905 Equal training sensitivity and specificity area 0.0097 Equal training sensitivity and specificity training omission 0.0009 Equal training sensitivity and specificity test omission 0.0807 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 26.2587 Maximum training sensitivity plus specificity logistic threshold 0.2904 Maximum training sensitivity plus specificity area 0.0097 Maximum training sensitivity plus specificity training omission 0 Maximum training sensitivity plus specificity test omission 0.0807 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 18.4065 Equal test sensitivity and specificity logistic threshold 0.1816 Equal test sensitivity and specificity area 0.0304 Equal test sensitivity and specificity training omission 0.0165 Equal test sensitivity and specificity test omission 0.0227 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 19.7116 Maximum test sensitivity plus specificity logistic threshold 0.1963 Maximum test sensitivity plus specificity area 0.0233 Maximum test sensitivity plus specificity training omission 0.0183 Maximum test sensitivity plus specificity test omission 0.0087 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 3.8794 Balance training omission, predicted area and threshold value logistic threshold 0.0072 Balance training omission, predicted area and threshold value area 0.074 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.0127 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 13.7733 Equate entropy of thresholded and original distributions logistic threshold 0.1139 Equate entropy of thresholded and original distributions area 0.0182 Equate entropy of thresholded and original distributions training omission 0.0017 Equate entropy of thresholded and original distributions test omission 0.0587 Equate entropy of thresholded and original distributions binomial probability 0