Species Fundulus_olivaceus (average) total records 143 #Training samples 86 Regularized training gain 3.2023 Unregularized training gain 3.5862 Iterations 500 Training AUC 0.9946 #Test samples 57 Test gain 3.7041 Test AUC 0.9823 AUC Standard Deviation 0.0058 AUCdiff 0.012366781 #Background points 10086 basin.1 contribution 1.9175 huc contribution 13.9901 nhd_cumdr contribution 0.4964 nhd_maflowu contribution 0.4026 nhd_mavelu contribution 3.0097 tx_alt contribution 0.5314 tx_aspect contribution 0.4118 tx_bio1 contribution 1.4396 tx_bio12 contribution 4.7575 tx_bio13 contribution 0.7787 tx_bio14 contribution 5.3561 tx_bio15 contribution 15.5382 tx_bio16 contribution 1.3543 tx_bio17 contribution 15.4725 tx_bio18 contribution 0.6669 tx_bio19 contribution 20.9768 tx_bio2 contribution 1.9904 tx_bio3 contribution 0.8768 tx_bio4 contribution 2.3152 tx_bio5 contribution 0.8287 tx_bio6 contribution 0.9703 tx_bio7 contribution 0.5599 tx_cti contribution 5.2524 tx_slope contribution 0.1062 Training gain without basin.1 3.2012 Training gain without huc 3.0394 Training gain without nhd_cumdr 3.1926 Training gain without nhd_maflowu 3.1991 Training gain without nhd_mavelu 3.1825 Training gain without tx_alt 3.182 Training gain without tx_aspect 3.1882 Training gain without tx_bio1 3.2015 Training gain without tx_bio12 3.2008 Training gain without tx_bio13 3.1968 Training gain without tx_bio14 3.2029 Training gain without tx_bio15 3.2005 Training gain without tx_bio16 3.2034 Training gain without tx_bio17 3.2023 Training gain without tx_bio18 3.2016 Training gain without tx_bio19 3.1965 Training gain without tx_bio2 3.1965 Training gain without tx_bio3 3.2025 Training gain without tx_bio4 3.1934 Training gain without tx_bio5 3.2029 Training gain without tx_bio6 3.1979 Training gain without tx_bio7 3.1993 Training gain without tx_cti 3.0448 Training gain without tx_slope 3.1962 Training gain with only basin.1 1.8075 Training gain with only huc 2.7332 Training gain with only nhd_cumdr 0.2026 Training gain with only nhd_maflowu 0.6815 Training gain with only nhd_mavelu 0.1573 Training gain with only tx_alt 1.3544 Training gain with only tx_aspect 0.0581 Training gain with only tx_bio1 1.1481 Training gain with only tx_bio12 2.2126 Training gain with only tx_bio13 1.6408 Training gain with only tx_bio14 2.3261 Training gain with only tx_bio15 1.9211 Training gain with only tx_bio16 1.9686 Training gain with only tx_bio17 2.4357 Training gain with only tx_bio18 1.7215 Training gain with only tx_bio19 2.466 Training gain with only tx_bio2 0.8357 Training gain with only tx_bio3 0.4174 Training gain with only tx_bio4 0.9153 Training gain with only tx_bio5 0.938 Training gain with only tx_bio6 1.2676 Training gain with only tx_bio7 1.0221 Training gain with only tx_cti 0.6306 Training gain with only tx_slope 0.0906 Test gain without basin.1 3.7075 Test gain without huc 3.5646 Test gain without nhd_cumdr 3.6845 Test gain without nhd_maflowu 3.705 Test gain without nhd_mavelu 3.6712 Test gain without tx_alt 3.6774 Test gain without tx_aspect 3.708 Test gain without tx_bio1 3.7102 Test gain without tx_bio12 3.7017 Test gain without tx_bio13 3.6954 Test gain without tx_bio14 3.712 Test gain without tx_bio15 3.7075 Test gain without tx_bio16 3.7077 Test gain without tx_bio17 3.7116 Test gain without tx_bio18 3.7087 Test gain without tx_bio19 3.6973 Test gain without tx_bio2 3.7 Test gain without tx_bio3 3.7071 Test gain without tx_bio4 3.6922 Test gain without tx_bio5 3.7112 Test gain without tx_bio6 3.7006 Test gain without tx_bio7 3.7037 Test gain without tx_cti 3.4185 Test gain without tx_slope 3.7265 Test gain with only basin.1 1.8923 Test gain with only huc 2.7831 Test gain with only nhd_cumdr 0.2931 Test gain with only nhd_maflowu 0.7548 Test gain with only nhd_mavelu 0.1806 Test gain with only tx_alt 1.3546 Test gain with only tx_aspect 0.0335 Test gain with only tx_bio1 1.2355 Test gain with only tx_bio12 2.2998 Test gain with only tx_bio13 1.7555 Test gain with only tx_bio14 2.3996 Test gain with only tx_bio15 1.9362 Test gain with only tx_bio16 2.0445 Test gain with only tx_bio17 2.5195 Test gain with only tx_bio18 1.7814 Test gain with only tx_bio19 2.5789 Test gain with only tx_bio2 0.8921 Test gain with only tx_bio3 0.5199 Test gain with only tx_bio4 1.0284 Test gain with only tx_bio5 1.086 Test gain with only tx_bio6 1.3169 Test gain with only tx_bio7 1.1346 Test gain with only tx_cti 0.6763 Test gain with only tx_slope 0.0748 AUC without basin.1 0.9825 AUC without huc 0.9809 AUC without nhd_cumdr 0.9819 AUC without nhd_maflowu 0.9823 AUC without nhd_mavelu 0.982 AUC without tx_alt 0.9817 AUC without tx_aspect 0.9824 AUC without tx_bio1 0.9824 AUC without tx_bio12 0.9823 AUC without tx_bio13 0.9821 AUC without tx_bio14 0.9826 AUC without tx_bio15 0.9825 AUC without tx_bio16 0.9823 AUC without tx_bio17 0.9825 AUC without tx_bio18 0.9825 AUC without tx_bio19 0.9821 AUC without tx_bio2 0.9822 AUC without tx_bio3 0.9825 AUC without tx_bio4 0.9824 AUC without tx_bio5 0.9827 AUC without tx_bio6 0.9822 AUC without tx_bio7 0.9823 AUC without tx_cti 0.9772 AUC without tx_slope 0.984 AUC with only basin.1 0.9384 AUC with only huc 0.9488 AUC with only nhd_cumdr 0.6582 AUC with only nhd_maflowu 0.8107 AUC with only nhd_mavelu 0.6602 AUC with only tx_alt 0.9048 AUC with only tx_aspect 0.5627 AUC with only tx_bio1 0.8904 AUC with only tx_bio12 0.952 AUC with only tx_bio13 0.926 AUC with only tx_bio14 0.9526 AUC with only tx_bio15 0.9421 AUC with only tx_bio16 0.9404 AUC with only tx_bio17 0.9544 AUC with only tx_bio18 0.9172 AUC with only tx_bio19 0.957 AUC with only tx_bio2 0.8486 AUC with only tx_bio3 0.7592 AUC with only tx_bio4 0.8469 AUC with only tx_bio5 0.8389 AUC with only tx_bio6 0.8963 AUC with only tx_bio7 0.8698 AUC with only tx_cti 0.8019 AUC with only tx_slope 0.548 Entropy 6.4444 Prevalence (average of logistic output over background sites) 0.0306 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0084 Fixed cumulative value 1 area 0.221 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.0142 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0536 Fixed cumulative value 5 area 0.1129 Fixed cumulative value 5 training omission 0.001 Fixed cumulative value 5 test omission 0.041 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.1145 Fixed cumulative value 10 area 0.0759 Fixed cumulative value 10 training omission 0.0063 Fixed cumulative value 10 test omission 0.0584 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 12.3378 Minimum training presence logistic threshold 0.1405 Minimum training presence area 0.0738 Minimum training presence training omission 0 Minimum training presence test omission 0.0591 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 44.6261 10 percentile training presence logistic threshold 0.4938 10 percentile training presence area 0.0151 10 percentile training presence training omission 0.0904 10 percentile training presence test omission 0.2167 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 26.156 Equal training sensitivity and specificity logistic threshold 0.2974 Equal training sensitivity and specificity area 0.0336 Equal training sensitivity and specificity training omission 0.034 Equal training sensitivity and specificity test omission 0.1258 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 24.6994 Maximum training sensitivity plus specificity logistic threshold 0.2802 Maximum training sensitivity plus specificity area 0.0376 Maximum training sensitivity plus specificity training omission 0.0158 Maximum training sensitivity plus specificity test omission 0.1109 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 13.5897 Equal test sensitivity and specificity logistic threshold 0.1544 Equal test sensitivity and specificity area 0.0661 Equal test sensitivity and specificity training omission 0.0124 Equal test sensitivity and specificity test omission 0.0668 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 16.1293 Maximum test sensitivity plus specificity logistic threshold 0.1843 Maximum test sensitivity plus specificity area 0.0594 Maximum test sensitivity plus specificity training omission 0.0131 Maximum test sensitivity plus specificity test omission 0.0503 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 2.5899 Balance training omission, predicted area and threshold value logistic threshold 0.0247 Balance training omission, predicted area and threshold value area 0.152 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.0253 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 12.9366 Equate entropy of thresholded and original distributions logistic threshold 0.1485 Equate entropy of thresholded and original distributions area 0.0634 Equate entropy of thresholded and original distributions training omission 0.0095 Equate entropy of thresholded and original distributions test omission 0.07 Equate entropy of thresholded and original distributions binomial probability 0