Species Etheostoma_proeliare (average) total records 74 #Training samples 45 Regularized training gain 4.0563 Unregularized training gain 4.4554 Iterations 500 Training AUC 0.9983 #Test samples 29 Test gain 4.6961 Test AUC 0.995 AUC Standard Deviation 0.0021 AUCdiff 0.00330562 #Background points 10044.55 basin.1 contribution 26.1751 huc contribution 12.232 nhd_cumdr contribution 0.8269 nhd_maflowu contribution 12.0689 nhd_mavelu contribution 0.1208 tx_alt contribution 0.2541 tx_aspect contribution 0.129 tx_bio1 contribution 0.0003 tx_bio12 contribution 1.8575 tx_bio13 contribution 0.0244 tx_bio14 contribution 17.4008 tx_bio15 contribution 6.9957 tx_bio16 contribution 0.5365 tx_bio17 contribution 2.3646 tx_bio18 contribution 0.4303 tx_bio19 contribution 12.4315 tx_bio2 contribution 0.0169 tx_bio3 contribution 0.0116 tx_bio4 contribution 0 tx_bio5 contribution 0.0068 tx_bio6 contribution 0.0932 tx_bio7 contribution 0.0037 tx_cti contribution 5.8545 tx_slope contribution 0.1649 Training gain without basin.1 4.0255 Training gain without huc 3.9319 Training gain without nhd_cumdr 4.0413 Training gain without nhd_maflowu 4.0541 Training gain without nhd_mavelu 4.0477 Training gain without tx_alt 4.0521 Training gain without tx_aspect 4.0516 Training gain without tx_bio1 4.0558 Training gain without tx_bio12 4.0562 Training gain without tx_bio13 4.0563 Training gain without tx_bio14 4.0562 Training gain without tx_bio15 4.0521 Training gain without tx_bio16 4.0492 Training gain without tx_bio17 4.0555 Training gain without tx_bio18 4.0563 Training gain without tx_bio19 4.0552 Training gain without tx_bio2 4.0544 Training gain without tx_bio3 4.0556 Training gain without tx_bio4 4.0559 Training gain without tx_bio5 4.0552 Training gain without tx_bio6 4.052 Training gain without tx_bio7 4.0564 Training gain without tx_cti 3.8861 Training gain without tx_slope 4.0473 Training gain with only basin.1 2.547 Training gain with only huc 3.3992 Training gain with only nhd_cumdr 0.4045 Training gain with only nhd_maflowu 1.0445 Training gain with only nhd_mavelu 0.2483 Training gain with only tx_alt 1.6721 Training gain with only tx_aspect 0.0758 Training gain with only tx_bio1 0.8397 Training gain with only tx_bio12 2.6529 Training gain with only tx_bio13 1.4935 Training gain with only tx_bio14 2.6258 Training gain with only tx_bio15 2.3767 Training gain with only tx_bio16 2.4183 Training gain with only tx_bio17 2.5484 Training gain with only tx_bio18 2.0451 Training gain with only tx_bio19 2.8368 Training gain with only tx_bio2 0.7677 Training gain with only tx_bio3 0.2293 Training gain with only tx_bio4 0.7344 Training gain with only tx_bio5 0.9872 Training gain with only tx_bio6 0.9689 Training gain with only tx_bio7 0.9735 Training gain with only tx_cti 0.907 Training gain with only tx_slope 0.0787 Test gain without basin.1 4.6949 Test gain without huc 4.496 Test gain without nhd_cumdr 4.6745 Test gain without nhd_maflowu 4.7129 Test gain without nhd_mavelu 4.701 Test gain without tx_alt 4.7005 Test gain without tx_aspect 4.7069 Test gain without tx_bio1 4.6995 Test gain without tx_bio12 4.6989 Test gain without tx_bio13 4.7008 Test gain without tx_bio14 4.698 Test gain without tx_bio15 4.7059 Test gain without tx_bio16 4.688 Test gain without tx_bio17 4.6981 Test gain without tx_bio18 4.7001 Test gain without tx_bio19 4.707 Test gain without tx_bio2 4.6974 Test gain without tx_bio3 4.6982 Test gain without tx_bio4 4.7014 Test gain without tx_bio5 4.7003 Test gain without tx_bio6 4.6829 Test gain without tx_bio7 4.6989 Test gain without tx_cti 4.3614 Test gain without tx_slope 4.7018 Test gain with only basin.1 2.6671 Test gain with only huc 3.603 Test gain with only nhd_cumdr 0.4058 Test gain with only nhd_maflowu 1.01 Test gain with only nhd_mavelu 0.2737 Test gain with only tx_alt 1.6633 Test gain with only tx_aspect 0.0467 Test gain with only tx_bio1 1.056 Test gain with only tx_bio12 2.7433 Test gain with only tx_bio13 1.6929 Test gain with only tx_bio14 2.6586 Test gain with only tx_bio15 2.4125 Test gain with only tx_bio16 2.549 Test gain with only tx_bio17 2.6495 Test gain with only tx_bio18 2.1502 Test gain with only tx_bio19 2.9626 Test gain with only tx_bio2 0.8999 Test gain with only tx_bio3 0.3031 Test gain with only tx_bio4 1.0222 Test gain with only tx_bio5 1.3345 Test gain with only tx_bio6 1.0859 Test gain with only tx_bio7 1.1223 Test gain with only tx_cti 0.9576 Test gain with only tx_slope 0.0547 AUC without basin.1 0.995 AUC without huc 0.9944 AUC without nhd_cumdr 0.9949 AUC without nhd_maflowu 0.9954 AUC without nhd_mavelu 0.9951 AUC without tx_alt 0.9951 AUC without tx_aspect 0.9951 AUC without tx_bio1 0.995 AUC without tx_bio12 0.9951 AUC without tx_bio13 0.9951 AUC without tx_bio14 0.9949 AUC without tx_bio15 0.9951 AUC without tx_bio16 0.995 AUC without tx_bio17 0.9951 AUC without tx_bio18 0.995 AUC without tx_bio19 0.9952 AUC without tx_bio2 0.995 AUC without tx_bio3 0.995 AUC without tx_bio4 0.9951 AUC without tx_bio5 0.9951 AUC without tx_bio6 0.9949 AUC without tx_bio7 0.995 AUC without tx_cti 0.9931 AUC without tx_slope 0.9952 AUC with only basin.1 0.9602 AUC with only huc 0.972 AUC with only nhd_cumdr 0.7445 AUC with only nhd_maflowu 0.8596 AUC with only nhd_mavelu 0.7156 AUC with only tx_alt 0.9293 AUC with only tx_aspect 0.5802 AUC with only tx_bio1 0.8723 AUC with only tx_bio12 0.9732 AUC with only tx_bio13 0.9204 AUC with only tx_bio14 0.9702 AUC with only tx_bio15 0.9631 AUC with only tx_bio16 0.9663 AUC with only tx_bio17 0.9689 AUC with only tx_bio18 0.9548 AUC with only tx_bio19 0.9797 AUC with only tx_bio2 0.8311 AUC with only tx_bio3 0.7132 AUC with only tx_bio4 0.8511 AUC with only tx_bio5 0.9094 AUC with only tx_bio6 0.8793 AUC with only tx_bio7 0.8801 AUC with only tx_cti 0.8564 AUC with only tx_slope 0.5472 Entropy 5.3138 Prevalence (average of logistic output over background sites) 0.0096 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0052 Fixed cumulative value 1 area 0.0966 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.0079 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0372 Fixed cumulative value 5 area 0.0406 Fixed cumulative value 5 training omission 0 Fixed cumulative value 5 test omission 0.0303 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.0953 Fixed cumulative value 10 area 0.0245 Fixed cumulative value 10 training omission 0.0002 Fixed cumulative value 10 test omission 0.0479 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 22.9863 Minimum training presence logistic threshold 0.2702 Minimum training presence area 0.0117 Minimum training presence training omission 0 Minimum training presence test omission 0.0728 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 44.2836 10 percentile training presence logistic threshold 0.5386 10 percentile training presence area 0.0044 10 percentile training presence training omission 0.0847 10 percentile training presence test omission 0.2093 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 23.0692 Equal training sensitivity and specificity logistic threshold 0.2715 Equal training sensitivity and specificity area 0.0116 Equal training sensitivity and specificity training omission 0.0109 Equal training sensitivity and specificity test omission 0.079 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 23.2697 Maximum training sensitivity plus specificity logistic threshold 0.2737 Maximum training sensitivity plus specificity area 0.0115 Maximum training sensitivity plus specificity training omission 0.0002 Maximum training sensitivity plus specificity test omission 0.0728 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 9.8858 Equal test sensitivity and specificity logistic threshold 0.0985 Equal test sensitivity and specificity area 0.0339 Equal test sensitivity and specificity training omission 0.0064 Equal test sensitivity and specificity test omission 0.0324 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 14.9283 Maximum test sensitivity plus specificity logistic threshold 0.1644 Maximum test sensitivity plus specificity area 0.0291 Maximum test sensitivity plus specificity training omission 0.0144 Maximum test sensitivity plus specificity test omission 0.0135 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 1.5129 Balance training omission, predicted area and threshold value logistic threshold 0.0081 Balance training omission, predicted area and threshold value area 0.0795 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.0093 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 12.3109 Equate entropy of thresholded and original distributions logistic threshold 0.1231 Equate entropy of thresholded and original distributions area 0.0205 Equate entropy of thresholded and original distributions training omission 0.0007 Equate entropy of thresholded and original distributions test omission 0.0528 Equate entropy of thresholded and original distributions binomial probability 0