Species Cyprinella_proserpina (average100runs) total records 44 #Training samples 27 Regularized training gain 4.5136 Unregularized training gain 5.057 Iterations 500 Training AUC 0.9993 #Test samples 17 Test gain 5.2893 Test AUC 0.9964 AUC Standard Deviation 0.0021 AUCdiff 0.002902031 #Background points 10027 basin.1 contribution 32.5725 huc contribution 29.3631 nhd_cumdr contribution 11.4287 nhd_maflowu contribution 2.7726 nhd_mavelu contribution 0.3391 tx_alt contribution 1.7105 tx_aspect contribution 0.3495 tx_bio1 contribution 0.0244 tx_bio12 contribution 0.114 tx_bio13 contribution 0.0434 tx_bio14 contribution 0.6828 tx_bio15 contribution 0.0246 tx_bio16 contribution 0.0643 tx_bio17 contribution 1.5917 tx_bio18 contribution 0.8402 tx_bio19 contribution 0.0975 tx_bio2 contribution 3.6689 tx_bio3 contribution 5.4515 tx_bio4 contribution 0.0759 tx_bio5 contribution 0.0065 tx_bio6 contribution 0.3883 tx_bio7 contribution 0.0003 tx_cti contribution 7.0637 tx_slope contribution 1.326 Training gain without basin.1 4.5067 Training gain without huc 4.4485 Training gain without nhd_cumdr 4.5084 Training gain without nhd_maflowu 4.5009 Training gain without nhd_mavelu 4.5066 Training gain without tx_alt 4.4487 Training gain without tx_aspect 4.5047 Training gain without tx_bio1 4.5131 Training gain without tx_bio12 4.5139 Training gain without tx_bio13 4.5143 Training gain without tx_bio14 4.5082 Training gain without tx_bio15 4.5103 Training gain without tx_bio16 4.5134 Training gain without tx_bio17 4.5129 Training gain without tx_bio18 4.4891 Training gain without tx_bio19 4.5119 Training gain without tx_bio2 4.5139 Training gain without tx_bio3 4.5091 Training gain without tx_bio4 4.5098 Training gain without tx_bio5 4.514 Training gain without tx_bio6 4.5025 Training gain without tx_bio7 4.514 Training gain without tx_cti 4.4147 Training gain without tx_slope 4.4831 Training gain with only basin.1 1.5417 Training gain with only huc 3.2437 Training gain with only nhd_cumdr 1.0562 Training gain with only nhd_maflowu 0.6147 Training gain with only nhd_mavelu 0.9244 Training gain with only tx_alt 1.0347 Training gain with only tx_aspect 0.1936 Training gain with only tx_bio1 0.8773 Training gain with only tx_bio12 1.49 Training gain with only tx_bio13 1.0302 Training gain with only tx_bio14 1.3015 Training gain with only tx_bio15 0.9467 Training gain with only tx_bio16 1.7436 Training gain with only tx_bio17 1.5366 Training gain with only tx_bio18 1.8743 Training gain with only tx_bio19 1.4863 Training gain with only tx_bio2 0.4745 Training gain with only tx_bio3 0.6217 Training gain with only tx_bio4 0.5653 Training gain with only tx_bio5 0.454 Training gain with only tx_bio6 0.5536 Training gain with only tx_bio7 0.398 Training gain with only tx_cti 0.6021 Training gain with only tx_slope 0.4476 Test gain without basin.1 5.298 Test gain without huc 5.1734 Test gain without nhd_cumdr 5.2607 Test gain without nhd_maflowu 5.2932 Test gain without nhd_mavelu 5.2923 Test gain without tx_alt 5.2192 Test gain without tx_aspect 5.2857 Test gain without tx_bio1 5.2932 Test gain without tx_bio12 5.2905 Test gain without tx_bio13 5.2921 Test gain without tx_bio14 5.2853 Test gain without tx_bio15 5.3018 Test gain without tx_bio16 5.289 Test gain without tx_bio17 5.2859 Test gain without tx_bio18 5.2255 Test gain without tx_bio19 5.2864 Test gain without tx_bio2 5.2848 Test gain without tx_bio3 5.2998 Test gain without tx_bio4 5.2698 Test gain without tx_bio5 5.2861 Test gain without tx_bio6 5.2973 Test gain without tx_bio7 5.2874 Test gain without tx_cti 5.1307 Test gain without tx_slope 5.2369 Test gain with only basin.1 1.642 Test gain with only huc 3.4915 Test gain with only nhd_cumdr 1.1207 Test gain with only nhd_maflowu 0.3773 Test gain with only nhd_mavelu 1.0419 Test gain with only tx_alt 1.1508 Test gain with only tx_aspect 0.1814 Test gain with only tx_bio1 1.0709 Test gain with only tx_bio12 1.7555 Test gain with only tx_bio13 1.2441 Test gain with only tx_bio14 1.4643 Test gain with only tx_bio15 1.2479 Test gain with only tx_bio16 2.1246 Test gain with only tx_bio17 1.791 Test gain with only tx_bio18 2.0119 Test gain with only tx_bio19 1.7222 Test gain with only tx_bio2 0.6738 Test gain with only tx_bio3 0.9154 Test gain with only tx_bio4 0.8031 Test gain with only tx_bio5 0.6282 Test gain with only tx_bio6 0.6015 Test gain with only tx_bio7 0.5537 Test gain with only tx_cti 0.6106 Test gain with only tx_slope 0.5506 AUC without basin.1 0.9965 AUC without huc 0.9952 AUC without nhd_cumdr 0.9951 AUC without nhd_maflowu 0.997 AUC without nhd_mavelu 0.997 AUC without tx_alt 0.9957 AUC without tx_aspect 0.9961 AUC without tx_bio1 0.9964 AUC without tx_bio12 0.9964 AUC without tx_bio13 0.9963 AUC without tx_bio14 0.9965 AUC without tx_bio15 0.9964 AUC without tx_bio16 0.9963 AUC without tx_bio17 0.9963 AUC without tx_bio18 0.9955 AUC without tx_bio19 0.9962 AUC without tx_bio2 0.9961 AUC without tx_bio3 0.9961 AUC without tx_bio4 0.9962 AUC without tx_bio5 0.9963 AUC without tx_bio6 0.9965 AUC without tx_bio7 0.9963 AUC without tx_cti 0.9955 AUC without tx_slope 0.9953 AUC with only basin.1 0.905 AUC with only huc 0.9748 AUC with only nhd_cumdr 0.8363 AUC with only nhd_maflowu 0.7788 AUC with only nhd_mavelu 0.8198 AUC with only tx_alt 0.8841 AUC with only tx_aspect 0.6609 AUC with only tx_bio1 0.8779 AUC with only tx_bio12 0.9383 AUC with only tx_bio13 0.9019 AUC with only tx_bio14 0.9121 AUC with only tx_bio15 0.9106 AUC with only tx_bio16 0.958 AUC with only tx_bio17 0.9462 AUC with only tx_bio18 0.9493 AUC with only tx_bio19 0.9367 AUC with only tx_bio2 0.8127 AUC with only tx_bio3 0.8477 AUC with only tx_bio4 0.8374 AUC with only tx_bio5 0.8013 AUC with only tx_bio6 0.7956 AUC with only tx_bio7 0.7847 AUC with only tx_cti 0.7707 AUC with only tx_slope 0.6965 Entropy 5.076 Prevalence (average of logistic output over background sites) 0.0077 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0026 Fixed cumulative value 1 area 0.1337 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.0065 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0206 Fixed cumulative value 5 area 0.048 Fixed cumulative value 5 training omission 0 Fixed cumulative value 5 test omission 0.0129 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.0598 Fixed cumulative value 10 area 0.0255 Fixed cumulative value 10 training omission 0.0004 Fixed cumulative value 10 test omission 0.0253 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 35.3228 Minimum training presence logistic threshold 0.377 Minimum training presence area 0.0063 Minimum training presence training omission 0 Minimum training presence test omission 0.1135 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 57.1911 10 percentile training presence logistic threshold 0.6207 10 percentile training presence area 0.0019 10 percentile training presence training omission 0.0678 10 percentile training presence test omission 0.23 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 35.3227 Equal training sensitivity and specificity logistic threshold 0.377 Equal training sensitivity and specificity area 0.0063 Equal training sensitivity and specificity training omission 0.0004 Equal training sensitivity and specificity test omission 0.1129 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 35.3225 Maximum training sensitivity plus specificity logistic threshold 0.377 Maximum training sensitivity plus specificity area 0.0063 Maximum training sensitivity plus specificity training omission 0 Maximum training sensitivity plus specificity test omission 0.1129 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 20.6144 Equal test sensitivity and specificity logistic threshold 0.198 Equal test sensitivity and specificity area 0.0218 Equal test sensitivity and specificity training omission 0.0104 Equal test sensitivity and specificity test omission 0.0176 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 22.0689 Maximum test sensitivity plus specificity logistic threshold 0.2149 Maximum test sensitivity plus specificity area 0.0184 Maximum test sensitivity plus specificity training omission 0.0115 Maximum test sensitivity plus specificity test omission 0.0059 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 2.1521 Balance training omission, predicted area and threshold value logistic threshold 0.0064 Balance training omission, predicted area and threshold value area 0.0868 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.0088 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 15.2424 Equate entropy of thresholded and original distributions logistic threshold 0.1152 Equate entropy of thresholded and original distributions area 0.0162 Equate entropy of thresholded and original distributions training omission 0.0004 Equate entropy of thresholded and original distributions test omission 0.0376 Equate entropy of thresholded and original distributions binomial probability 0