Species Etheostoma_chlorosoma (average) total records 200 #Training samples 120 Regularized training gain 2.907 Unregularized training gain 3.2356 Iterations 500 Training AUC 0.9917 #Test samples 80 Test gain 3.2518 Test AUC 0.98 AUC Standard Deviation 0.005 AUCdiff 0.011797923 #Background points 10117.07 basin.1 contribution 1.8917 huc contribution 7.1923 nhd_cumdr contribution 1.3661 nhd_maflowu contribution 7.2179 nhd_mavelu contribution 3.0729 tx_alt contribution 20.8435 tx_aspect contribution 0.8151 tx_bio1 contribution 1.2047 tx_bio12 contribution 3.5107 tx_bio13 contribution 0.6422 tx_bio14 contribution 3.7156 tx_bio15 contribution 11.2848 tx_bio16 contribution 1.0729 tx_bio17 contribution 9.9108 tx_bio18 contribution 0.5483 tx_bio19 contribution 10.5429 tx_bio2 contribution 2.0448 tx_bio3 contribution 0.6385 tx_bio4 contribution 0.9719 tx_bio5 contribution 0.8353 tx_bio6 contribution 2.8873 tx_bio7 contribution 1.4258 tx_cti contribution 6.2965 tx_slope contribution 0.0673 Training gain without basin.1 2.9041 Training gain without huc 2.823 Training gain without nhd_cumdr 2.8916 Training gain without nhd_maflowu 2.9022 Training gain without nhd_mavelu 2.8965 Training gain without tx_alt 2.8598 Training gain without tx_aspect 2.8861 Training gain without tx_bio1 2.9053 Training gain without tx_bio12 2.9059 Training gain without tx_bio13 2.9052 Training gain without tx_bio14 2.9064 Training gain without tx_bio15 2.9041 Training gain without tx_bio16 2.9064 Training gain without tx_bio17 2.9048 Training gain without tx_bio18 2.9045 Training gain without tx_bio19 2.9033 Training gain without tx_bio2 2.9036 Training gain without tx_bio3 2.9066 Training gain without tx_bio4 2.905 Training gain without tx_bio5 2.9061 Training gain without tx_bio6 2.9007 Training gain without tx_bio7 2.9049 Training gain without tx_cti 2.7866 Training gain without tx_slope 2.9027 Training gain with only basin.1 1.41 Training gain with only huc 2.0529 Training gain with only nhd_cumdr 0.3248 Training gain with only nhd_maflowu 0.936 Training gain with only nhd_mavelu 0.249 Training gain with only tx_alt 1.6222 Training gain with only tx_aspect 0.0745 Training gain with only tx_bio1 0.8645 Training gain with only tx_bio12 1.7572 Training gain with only tx_bio13 1.3116 Training gain with only tx_bio14 1.8411 Training gain with only tx_bio15 1.7321 Training gain with only tx_bio16 1.5987 Training gain with only tx_bio17 1.8785 Training gain with only tx_bio18 1.3864 Training gain with only tx_bio19 1.8992 Training gain with only tx_bio2 0.8464 Training gain with only tx_bio3 0.2749 Training gain with only tx_bio4 0.7195 Training gain with only tx_bio5 0.518 Training gain with only tx_bio6 1.0786 Training gain with only tx_bio7 0.8984 Training gain with only tx_cti 0.7499 Training gain with only tx_slope 0.1002 Test gain without basin.1 3.2557 Test gain without huc 3.1861 Test gain without nhd_cumdr 3.2375 Test gain without nhd_maflowu 3.2543 Test gain without nhd_mavelu 3.2426 Test gain without tx_alt 3.2178 Test gain without tx_aspect 3.2289 Test gain without tx_bio1 3.2505 Test gain without tx_bio12 3.2478 Test gain without tx_bio13 3.2493 Test gain without tx_bio14 3.2692 Test gain without tx_bio15 3.2464 Test gain without tx_bio16 3.2499 Test gain without tx_bio17 3.2462 Test gain without tx_bio18 3.2505 Test gain without tx_bio19 3.2435 Test gain without tx_bio2 3.2487 Test gain without tx_bio3 3.2534 Test gain without tx_bio4 3.2548 Test gain without tx_bio5 3.2493 Test gain without tx_bio6 3.2447 Test gain without tx_bio7 3.2471 Test gain without tx_cti 3.0566 Test gain without tx_slope 3.2878 Test gain with only basin.1 1.5303 Test gain with only huc 2.162 Test gain with only nhd_cumdr 0.3412 Test gain with only nhd_maflowu 1.046 Test gain with only nhd_mavelu 0.2902 Test gain with only tx_alt 1.6543 Test gain with only tx_aspect 0.0551 Test gain with only tx_bio1 0.9113 Test gain with only tx_bio12 1.7897 Test gain with only tx_bio13 1.3756 Test gain with only tx_bio14 1.8561 Test gain with only tx_bio15 1.7536 Test gain with only tx_bio16 1.6401 Test gain with only tx_bio17 1.9246 Test gain with only tx_bio18 1.4051 Test gain with only tx_bio19 1.938 Test gain with only tx_bio2 0.8724 Test gain with only tx_bio3 0.3047 Test gain with only tx_bio4 0.7371 Test gain with only tx_bio5 0.6054 Test gain with only tx_bio6 1.0847 Test gain with only tx_bio7 0.9136 Test gain with only tx_cti 0.753 Test gain with only tx_slope 0.0795 AUC without basin.1 0.98 AUC without huc 0.9796 AUC without nhd_cumdr 0.9801 AUC without nhd_maflowu 0.9801 AUC without nhd_mavelu 0.9801 AUC without tx_alt 0.9794 AUC without tx_aspect 0.9795 AUC without tx_bio1 0.9799 AUC without tx_bio12 0.9799 AUC without tx_bio13 0.9798 AUC without tx_bio14 0.981 AUC without tx_bio15 0.9797 AUC without tx_bio16 0.98 AUC without tx_bio17 0.9798 AUC without tx_bio18 0.9799 AUC without tx_bio19 0.9795 AUC without tx_bio2 0.9798 AUC without tx_bio3 0.98 AUC without tx_bio4 0.98 AUC without tx_bio5 0.9799 AUC without tx_bio6 0.9797 AUC without tx_bio7 0.9799 AUC without tx_cti 0.9759 AUC without tx_slope 0.9817 AUC with only basin.1 0.9131 AUC with only huc 0.942 AUC with only nhd_cumdr 0.7161 AUC with only nhd_maflowu 0.8603 AUC with only nhd_mavelu 0.697 AUC with only tx_alt 0.9284 AUC with only tx_aspect 0.5795 AUC with only tx_bio1 0.8514 AUC with only tx_bio12 0.9347 AUC with only tx_bio13 0.8999 AUC with only tx_bio14 0.9391 AUC with only tx_bio15 0.9344 AUC with only tx_bio16 0.9225 AUC with only tx_bio17 0.9421 AUC with only tx_bio18 0.9068 AUC with only tx_bio19 0.9433 AUC with only tx_bio2 0.827 AUC with only tx_bio3 0.6862 AUC with only tx_bio4 0.8072 AUC with only tx_bio5 0.7903 AUC with only tx_bio6 0.8748 AUC with only tx_bio7 0.8488 AUC with only tx_cti 0.8187 AUC with only tx_slope 0.5353 Entropy 6.4673 Prevalence (average of logistic output over background sites) 0.0313 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0111 Fixed cumulative value 1 area 0.1863 Fixed cumulative value 1 training omission 0.0004 Fixed cumulative value 1 test omission 0.0162 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.065 Fixed cumulative value 5 area 0.1013 Fixed cumulative value 5 training omission 0.0043 Fixed cumulative value 5 test omission 0.0381 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.1335 Fixed cumulative value 10 area 0.0705 Fixed cumulative value 10 training omission 0.0121 Fixed cumulative value 10 test omission 0.0638 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 6.305 Minimum training presence logistic threshold 0.0828 Minimum training presence area 0.1047 Minimum training presence training omission 0 Minimum training presence test omission 0.0414 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 36.3309 10 percentile training presence logistic threshold 0.4252 10 percentile training presence area 0.0226 10 percentile training presence training omission 0.0982 10 percentile training presence test omission 0.2171 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 20.5479 Equal training sensitivity and specificity logistic threshold 0.263 Equal training sensitivity and specificity area 0.0423 Equal training sensitivity and specificity training omission 0.0422 Equal training sensitivity and specificity test omission 0.1218 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 16.2851 Maximum training sensitivity plus specificity logistic threshold 0.2107 Maximum training sensitivity plus specificity area 0.053 Maximum training sensitivity plus specificity training omission 0.0161 Maximum training sensitivity plus specificity test omission 0.0939 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 11.37 Equal test sensitivity and specificity logistic threshold 0.1496 Equal test sensitivity and specificity area 0.0677 Equal test sensitivity and specificity training omission 0.0183 Equal test sensitivity and specificity test omission 0.0674 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 10.7604 Maximum test sensitivity plus specificity logistic threshold 0.1413 Maximum test sensitivity plus specificity area 0.0721 Maximum test sensitivity plus specificity training omission 0.0138 Maximum test sensitivity plus specificity test omission 0.0424 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 2.0035 Balance training omission, predicted area and threshold value logistic threshold 0.0236 Balance training omission, predicted area and threshold value area 0.1481 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.022 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 11.4789 Equate entropy of thresholded and original distributions logistic threshold 0.152 Equate entropy of thresholded and original distributions area 0.0647 Equate entropy of thresholded and original distributions training omission 0.0155 Equate entropy of thresholded and original distributions test omission 0.0724 Equate entropy of thresholded and original distributions binomial probability 0