Species Campostoma_ornatum (average100runs) total records 10 #Training samples 6 Regularized training gain 4.792 Unregularized training gain 5.8476 Iterations 299.6 Training AUC 0.9994 #Test samples 4 Test gain 5.3878 Test AUC 0.9949 AUC Standard Deviation 0.0019 AUCdiff 0.004502702 #Background points 10006 basin.1 contribution 17.7825 huc contribution 47.7251 nhd_cumdr contribution 0.2316 nhd_maflowu contribution 1.4963 nhd_mavelu contribution 1.8182 tx_alt contribution 0 tx_aspect contribution 0.3402 tx_bio1 contribution 0.966 tx_bio12 contribution 0.9784 tx_bio13 contribution 2.6239 tx_bio14 contribution 0.9609 tx_bio15 contribution 0.8457 tx_bio16 contribution 0.2117 tx_bio17 contribution 1.0954 tx_bio18 contribution 0.064 tx_bio19 contribution 0.7091 tx_bio2 contribution 0.6851 tx_bio3 contribution 0.1546 tx_bio4 contribution 0.1596 tx_bio5 contribution 18.4065 tx_bio6 contribution 0.1363 tx_bio7 contribution 0.0077 tx_cti contribution 2.2685 tx_slope contribution 0.3327 Training gain without basin.1 4.792 Training gain without huc 4.4055 Training gain without nhd_cumdr 4.7869 Training gain without nhd_maflowu 4.7673 Training gain without nhd_mavelu 4.68 Training gain without tx_alt 4.7919 Training gain without tx_aspect 4.7901 Training gain without tx_bio1 4.7625 Training gain without tx_bio12 4.7888 Training gain without tx_bio13 4.773 Training gain without tx_bio14 4.7839 Training gain without tx_bio15 4.7795 Training gain without tx_bio16 4.7919 Training gain without tx_bio17 4.7917 Training gain without tx_bio18 4.7868 Training gain without tx_bio19 4.7818 Training gain without tx_bio2 4.7877 Training gain without tx_bio3 4.7881 Training gain without tx_bio4 4.7866 Training gain without tx_bio5 4.7847 Training gain without tx_bio6 4.7881 Training gain without tx_bio7 4.792 Training gain without tx_cti 4.7515 Training gain without tx_slope 4.779 Training gain with only basin.1 1.2568 Training gain with only huc 3.0463 Training gain with only nhd_cumdr 0.0045 Training gain with only nhd_maflowu 0.0553 Training gain with only nhd_mavelu 0.1347 Training gain with only tx_alt 0.1444 Training gain with only tx_aspect 0.0809 Training gain with only tx_bio1 0.4163 Training gain with only tx_bio12 1.9622 Training gain with only tx_bio13 1.8098 Training gain with only tx_bio14 1.769 Training gain with only tx_bio15 1.3983 Training gain with only tx_bio16 1.3992 Training gain with only tx_bio17 1.9345 Training gain with only tx_bio18 0.7967 Training gain with only tx_bio19 2.4747 Training gain with only tx_bio2 1.2974 Training gain with only tx_bio3 1.3261 Training gain with only tx_bio4 0.0212 Training gain with only tx_bio5 1.8643 Training gain with only tx_bio6 0.0149 Training gain with only tx_bio7 0.0922 Training gain with only tx_cti 0.1832 Training gain with only tx_slope 0.037 Test gain without basin.1 5.3879 Test gain without huc 4.7672 Test gain without nhd_cumdr 5.3889 Test gain without nhd_maflowu 5.3816 Test gain without nhd_mavelu 5.3561 Test gain without tx_alt 5.3877 Test gain without tx_aspect 5.3953 Test gain without tx_bio1 5.3569 Test gain without tx_bio12 5.3864 Test gain without tx_bio13 5.3053 Test gain without tx_bio14 5.3959 Test gain without tx_bio15 5.4157 Test gain without tx_bio16 5.3878 Test gain without tx_bio17 5.3887 Test gain without tx_bio18 5.3615 Test gain without tx_bio19 5.3806 Test gain without tx_bio2 5.3916 Test gain without tx_bio3 5.3744 Test gain without tx_bio4 5.3888 Test gain without tx_bio5 5.3898 Test gain without tx_bio6 5.3876 Test gain without tx_bio7 5.3881 Test gain without tx_cti 5.3271 Test gain without tx_slope 5.5198 Test gain with only basin.1 1.5779 Test gain with only huc 3.6616 Test gain with only nhd_cumdr 0.0065 Test gain with only nhd_maflowu 0.063 Test gain with only nhd_mavelu 0.1199 Test gain with only tx_alt 0.1841 Test gain with only tx_aspect 0.0727 Test gain with only tx_bio1 0.5723 Test gain with only tx_bio12 2.1296 Test gain with only tx_bio13 2.1422 Test gain with only tx_bio14 1.8849 Test gain with only tx_bio15 1.5386 Test gain with only tx_bio16 1.7112 Test gain with only tx_bio17 2.0274 Test gain with only tx_bio18 0.9945 Test gain with only tx_bio19 2.7403 Test gain with only tx_bio2 1.4177 Test gain with only tx_bio3 1.4354 Test gain with only tx_bio4 0.0287 Test gain with only tx_bio5 2.4214 Test gain with only tx_bio6 0.0247 Test gain with only tx_bio7 0.1167 Test gain with only tx_cti 0.2082 Test gain with only tx_slope -0.1204 AUC without basin.1 0.9949 AUC without huc 0.9938 AUC without nhd_cumdr 0.9949 AUC without nhd_maflowu 0.9949 AUC without nhd_mavelu 0.9952 AUC without tx_alt 0.9949 AUC without tx_aspect 0.995 AUC without tx_bio1 0.9949 AUC without tx_bio12 0.995 AUC without tx_bio13 0.9946 AUC without tx_bio14 0.9946 AUC without tx_bio15 0.9953 AUC without tx_bio16 0.9949 AUC without tx_bio17 0.9949 AUC without tx_bio18 0.9944 AUC without tx_bio19 0.9949 AUC without tx_bio2 0.9949 AUC without tx_bio3 0.9949 AUC without tx_bio4 0.9949 AUC without tx_bio5 0.9949 AUC without tx_bio6 0.9946 AUC without tx_bio7 0.9949 AUC without tx_cti 0.9951 AUC without tx_slope 0.9978 AUC with only basin.1 0.9054 AUC with only huc 0.9482 AUC with only nhd_cumdr 0.2378 AUC with only nhd_maflowu 0.4068 AUC with only nhd_mavelu 0.6827 AUC with only tx_alt 0.7185 AUC with only tx_aspect 0.5773 AUC with only tx_bio1 0.8373 AUC with only tx_bio12 0.9656 AUC with only tx_bio13 0.9635 AUC with only tx_bio14 0.9571 AUC with only tx_bio15 0.9337 AUC with only tx_bio16 0.9396 AUC with only tx_bio17 0.9603 AUC with only tx_bio18 0.8905 AUC with only tx_bio19 0.9829 AUC with only tx_bio2 0.9333 AUC with only tx_bio3 0.9411 AUC with only tx_bio4 0.5988 AUC with only tx_bio5 0.9652 AUC with only tx_bio6 0.6292 AUC with only tx_bio7 0.6627 AUC with only tx_cti 0.6484 AUC with only tx_slope 0.6088 Entropy 4.8856 Prevalence (average of logistic output over background sites) 0.0069 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.002 Fixed cumulative value 1 area 0.1909 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.0175 Fixed cumulative value 1 binomial probability 0.0126 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0123 Fixed cumulative value 5 area 0.0728 Fixed cumulative value 5 training omission 0 Fixed cumulative value 5 test omission 0.0275 Fixed cumulative value 5 binomial probability 0.0122 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.0328 Fixed cumulative value 10 area 0.0359 Fixed cumulative value 10 training omission 0 Fixed cumulative value 10 test omission 0.0325 Fixed cumulative value 10 binomial probability 0.0113 Minimum training presence cumulative threshold 52.9103 Minimum training presence logistic threshold 0.6133 Minimum training presence area 0.0019 Minimum training presence training omission 0 Minimum training presence test omission 0.2425 Minimum training presence binomial probability 0.0104 10 percentile training presence cumulative threshold 52.9103 10 percentile training presence logistic threshold 0.6133 10 percentile training presence area 0.0019 10 percentile training presence training omission 0 10 percentile training presence test omission 0.2425 10 percentile training presence binomial probability 0.0104 Equal training sensitivity and specificity cumulative threshold 52.9077 Equal training sensitivity and specificity logistic threshold 0.6133 Equal training sensitivity and specificity area 0.0019 Equal training sensitivity and specificity training omission 0 Equal training sensitivity and specificity test omission 0.2375 Equal training sensitivity and specificity binomial probability 0.0104 Maximum training sensitivity plus specificity cumulative threshold 52.9077 Maximum training sensitivity plus specificity logistic threshold 0.6133 Maximum training sensitivity plus specificity area 0.0019 Maximum training sensitivity plus specificity training omission 0 Maximum training sensitivity plus specificity test omission 0.2375 Maximum training sensitivity plus specificity binomial probability 0.0104 Equal test sensitivity and specificity cumulative threshold 40.8254 Equal test sensitivity and specificity logistic threshold 0.4397 Equal test sensitivity and specificity area 0.0105 Equal test sensitivity and specificity training omission 0.06 Equal test sensitivity and specificity test omission 0.0075 Equal test sensitivity and specificity binomial probability 0.0005 Maximum test sensitivity plus specificity cumulative threshold 40.8254 Maximum test sensitivity plus specificity logistic threshold 0.4397 Maximum test sensitivity plus specificity area 0.0105 Maximum test sensitivity plus specificity training omission 0.06 Maximum test sensitivity plus specificity test omission 0 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 2.7654 Balance training omission, predicted area and threshold value logistic threshold 0.0059 Balance training omission, predicted area and threshold value area 0.1096 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.02 Balance training omission, predicted area and threshold value binomial probability 0.0136 Equate entropy of thresholded and original distributions cumulative threshold 17.7623 Equate entropy of thresholded and original distributions logistic threshold 0.092 Equate entropy of thresholded and original distributions area 0.0148 Equate entropy of thresholded and original distributions training omission 0 Equate entropy of thresholded and original distributions test omission 0.075 Equate entropy of thresholded and original distributions binomial probability 0.0107