Species Notropis_stramineus (average) total records 72 #Training samples 44 Regularized training gain 3.0365 Unregularized training gain 3.7866 Iterations 500 Training AUC 0.9934 #Test samples 28 Test gain 3.1801 Test AUC 0.9612 AUC Standard Deviation 0.0164 AUCdiff 0.032413932 #Background points 10044 basin.1 contribution 10.9929 huc contribution 35.7508 nhd_cumdr contribution 1.9123 nhd_maflowu contribution 12.8726 nhd_mavelu contribution 0.2004 tx_alt contribution 14.8782 tx_aspect contribution 1.4611 tx_bio1 contribution 0.1002 tx_bio12 contribution 0.1966 tx_bio13 contribution 0.7192 tx_bio14 contribution 0.0024 tx_bio15 contribution 0.1414 tx_bio16 contribution 0.1055 tx_bio17 contribution 0.016 tx_bio18 contribution 0.242 tx_bio19 contribution 0.8724 tx_bio2 contribution 4.0181 tx_bio3 contribution 0.1688 tx_bio4 contribution 0.7843 tx_bio5 contribution 0.2008 tx_bio6 contribution 2.6737 tx_bio7 contribution 1.1155 tx_cti contribution 9.0855 tx_slope contribution 1.4893 Training gain without basin.1 3.0204 Training gain without huc 2.6604 Training gain without nhd_cumdr 3.0182 Training gain without nhd_maflowu 3.0071 Training gain without nhd_mavelu 3.0304 Training gain without tx_alt 2.9247 Training gain without tx_aspect 3.0006 Training gain without tx_bio1 3.0363 Training gain without tx_bio12 3.0371 Training gain without tx_bio13 3.0368 Training gain without tx_bio14 3.037 Training gain without tx_bio15 3.0353 Training gain without tx_bio16 3.0362 Training gain without tx_bio17 3.0367 Training gain without tx_bio18 3.0353 Training gain without tx_bio19 3.0367 Training gain without tx_bio2 3.0366 Training gain without tx_bio3 3.0299 Training gain without tx_bio4 3.036 Training gain without tx_bio5 3.0221 Training gain without tx_bio6 3.0346 Training gain without tx_bio7 3.0356 Training gain without tx_cti 2.749 Training gain without tx_slope 3.0068 Training gain with only basin.1 0.6036 Training gain with only huc 1.8723 Training gain with only nhd_cumdr 0.2962 Training gain with only nhd_maflowu 0.4294 Training gain with only nhd_mavelu 0.3432 Training gain with only tx_alt 0.8611 Training gain with only tx_aspect 0.0757 Training gain with only tx_bio1 0.2432 Training gain with only tx_bio12 0.33 Training gain with only tx_bio13 0.284 Training gain with only tx_bio14 0.3069 Training gain with only tx_bio15 0.4855 Training gain with only tx_bio16 0.2411 Training gain with only tx_bio17 0.3552 Training gain with only tx_bio18 0.1029 Training gain with only tx_bio19 0.4026 Training gain with only tx_bio2 0.2931 Training gain with only tx_bio3 0.2418 Training gain with only tx_bio4 0.3615 Training gain with only tx_bio5 0.0704 Training gain with only tx_bio6 0.3753 Training gain with only tx_bio7 0.2977 Training gain with only tx_cti 0.3741 Training gain with only tx_slope 0.0617 Test gain without basin.1 3.1756 Test gain without huc 2.932 Test gain without nhd_cumdr 3.1703 Test gain without nhd_maflowu 3.179 Test gain without nhd_mavelu 3.1854 Test gain without tx_alt 3.0415 Test gain without tx_aspect 3.1422 Test gain without tx_bio1 3.1794 Test gain without tx_bio12 3.1756 Test gain without tx_bio13 3.1762 Test gain without tx_bio14 3.1756 Test gain without tx_bio15 3.1761 Test gain without tx_bio16 3.1786 Test gain without tx_bio17 3.182 Test gain without tx_bio18 3.1805 Test gain without tx_bio19 3.1857 Test gain without tx_bio2 3.1806 Test gain without tx_bio3 3.1776 Test gain without tx_bio4 3.1896 Test gain without tx_bio5 3.1507 Test gain without tx_bio6 3.1921 Test gain without tx_bio7 3.1715 Test gain without tx_cti 2.698 Test gain without tx_slope 3.1496 Test gain with only basin.1 0.6226 Test gain with only huc 1.7437 Test gain with only nhd_cumdr 0.1943 Test gain with only nhd_maflowu 0.3296 Test gain with only nhd_mavelu 0.3233 Test gain with only tx_alt 0.9435 Test gain with only tx_aspect 0.0372 Test gain with only tx_bio1 0.3166 Test gain with only tx_bio12 0.4146 Test gain with only tx_bio13 0.3404 Test gain with only tx_bio14 0.4578 Test gain with only tx_bio15 0.6246 Test gain with only tx_bio16 0.3162 Test gain with only tx_bio17 0.4732 Test gain with only tx_bio18 0.1402 Test gain with only tx_bio19 0.5156 Test gain with only tx_bio2 0.3902 Test gain with only tx_bio3 0.3393 Test gain with only tx_bio4 0.5414 Test gain with only tx_bio5 0.1005 Test gain with only tx_bio6 0.5212 Test gain with only tx_bio7 0.432 Test gain with only tx_cti 0.349 Test gain with only tx_slope 0.0579 AUC without basin.1 0.9611 AUC without huc 0.958 AUC without nhd_cumdr 0.9626 AUC without nhd_maflowu 0.9616 AUC without nhd_mavelu 0.9617 AUC without tx_alt 0.9523 AUC without tx_aspect 0.9615 AUC without tx_bio1 0.9611 AUC without tx_bio12 0.9611 AUC without tx_bio13 0.9611 AUC without tx_bio14 0.9611 AUC without tx_bio15 0.9614 AUC without tx_bio16 0.9613 AUC without tx_bio17 0.9613 AUC without tx_bio18 0.9614 AUC without tx_bio19 0.9613 AUC without tx_bio2 0.9612 AUC without tx_bio3 0.9617 AUC without tx_bio4 0.962 AUC without tx_bio5 0.9593 AUC without tx_bio6 0.9625 AUC without tx_bio7 0.9611 AUC without tx_cti 0.9526 AUC without tx_slope 0.9595 AUC with only basin.1 0.7874 AUC with only huc 0.8977 AUC with only nhd_cumdr 0.6933 AUC with only nhd_maflowu 0.7351 AUC with only nhd_mavelu 0.7308 AUC with only tx_alt 0.8483 AUC with only tx_aspect 0.6007 AUC with only tx_bio1 0.7381 AUC with only tx_bio12 0.7524 AUC with only tx_bio13 0.7297 AUC with only tx_bio14 0.7609 AUC with only tx_bio15 0.7978 AUC with only tx_bio16 0.723 AUC with only tx_bio17 0.7683 AUC with only tx_bio18 0.6463 AUC with only tx_bio19 0.7748 AUC with only tx_bio2 0.7433 AUC with only tx_bio3 0.7382 AUC with only tx_bio4 0.7955 AUC with only tx_bio5 0.6053 AUC with only tx_bio6 0.7936 AUC with only tx_bio7 0.7688 AUC with only tx_cti 0.7061 AUC with only tx_slope 0.5557 Entropy 6.5873 Prevalence (average of logistic output over background sites) 0.035 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0049 Fixed cumulative value 1 area 0.4494 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.0182 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0249 Fixed cumulative value 5 area 0.2047 Fixed cumulative value 5 training omission 0.0011 Fixed cumulative value 5 test omission 0.0543 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.0624 Fixed cumulative value 10 area 0.115 Fixed cumulative value 10 training omission 0.0064 Fixed cumulative value 10 test omission 0.0839 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 16.0171 Minimum training presence logistic threshold 0.1378 Minimum training presence area 0.0896 Minimum training presence training omission 0 Minimum training presence test omission 0.1096 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 44.783 10 percentile training presence logistic threshold 0.4964 10 percentile training presence area 0.0153 10 percentile training presence training omission 0.0877 10 percentile training presence test omission 0.2921 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 26.7299 Equal training sensitivity and specificity logistic threshold 0.2662 Equal training sensitivity and specificity area 0.0385 Equal training sensitivity and specificity training omission 0.0393 Equal training sensitivity and specificity test omission 0.18 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 28.3347 Maximum training sensitivity plus specificity logistic threshold 0.286 Maximum training sensitivity plus specificity area 0.0379 Maximum training sensitivity plus specificity training omission 0.0193 Maximum training sensitivity plus specificity test omission 0.1746 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 13.1515 Equal test sensitivity and specificity logistic threshold 0.1017 Equal test sensitivity and specificity area 0.0986 Equal test sensitivity and specificity training omission 0.0136 Equal test sensitivity and specificity test omission 0.1007 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 18.9347 Maximum test sensitivity plus specificity logistic threshold 0.1702 Maximum test sensitivity plus specificity area 0.0709 Maximum test sensitivity plus specificity training omission 0.0164 Maximum test sensitivity plus specificity test omission 0.0814 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 5.5315 Balance training omission, predicted area and threshold value logistic threshold 0.028 Balance training omission, predicted area and threshold value area 0.1902 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.0553 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 15.442 Equate entropy of thresholded and original distributions logistic threshold 0.1213 Equate entropy of thresholded and original distributions area 0.0733 Equate entropy of thresholded and original distributions training omission 0.0141 Equate entropy of thresholded and original distributions test omission 0.1204 Equate entropy of thresholded and original distributions binomial probability 0