Species Etheostoma_spectabile (average) total records 128 #Training samples 77 Regularized training gain 3.1143 Unregularized training gain 3.5974 Iterations 500 Training AUC 0.9946 #Test samples 51 Test gain 3.6442 Test AUC 0.9869 AUC Standard Deviation 0.0035 AUCdiff 0.007741806 #Background points 10077 basin.1 contribution 6.7956 huc contribution 20.9966 nhd_cumdr contribution 2.1561 nhd_maflowu contribution 21.2061 nhd_mavelu contribution 0.2419 tx_alt contribution 12.7543 tx_aspect contribution 0.3725 tx_bio1 contribution 0.3469 tx_bio12 contribution 1.4906 tx_bio13 contribution 0.0197 tx_bio14 contribution 4.8043 tx_bio15 contribution 0.89 tx_bio16 contribution 0.0015 tx_bio17 contribution 0.3356 tx_bio18 contribution 0.0036 tx_bio19 contribution 11.0233 tx_bio2 contribution 0.0046 tx_bio3 contribution 0.1104 tx_bio4 contribution 0.2646 tx_bio5 contribution 0.0472 tx_bio6 contribution 1.1013 tx_bio7 contribution 0.4948 tx_cti contribution 14.3687 tx_slope contribution 0.1701 Training gain without basin.1 3.0965 Training gain without huc 2.85 Training gain without nhd_cumdr 3.1044 Training gain without nhd_maflowu 3.099 Training gain without nhd_mavelu 3.0996 Training gain without tx_alt 3.0908 Training gain without tx_aspect 3.1031 Training gain without tx_bio1 3.1143 Training gain without tx_bio12 3.1139 Training gain without tx_bio13 3.1143 Training gain without tx_bio14 3.1142 Training gain without tx_bio15 3.0978 Training gain without tx_bio16 3.1144 Training gain without tx_bio17 3.1135 Training gain without tx_bio18 3.1149 Training gain without tx_bio19 3.1143 Training gain without tx_bio2 3.1144 Training gain without tx_bio3 3.1115 Training gain without tx_bio4 3.1147 Training gain without tx_bio5 3.1134 Training gain without tx_bio6 3.0907 Training gain without tx_bio7 3.1144 Training gain without tx_cti 2.7919 Training gain without tx_slope 3.1061 Training gain with only basin.1 0.8652 Training gain with only huc 1.8976 Training gain with only nhd_cumdr 0.4234 Training gain with only nhd_maflowu 0.8003 Training gain with only nhd_mavelu 0.5256 Training gain with only tx_alt 0.8118 Training gain with only tx_aspect 0.0377 Training gain with only tx_bio1 0.6377 Training gain with only tx_bio12 1.0545 Training gain with only tx_bio13 0.6368 Training gain with only tx_bio14 1.014 Training gain with only tx_bio15 1.09 Training gain with only tx_bio16 0.731 Training gain with only tx_bio17 1.0959 Training gain with only tx_bio18 0.3555 Training gain with only tx_bio19 1.0863 Training gain with only tx_bio2 0.3197 Training gain with only tx_bio3 0.1467 Training gain with only tx_bio4 0.2923 Training gain with only tx_bio5 0.3675 Training gain with only tx_bio6 0.6498 Training gain with only tx_bio7 0.3834 Training gain with only tx_cti 0.6665 Training gain with only tx_slope 0.0379 Test gain without basin.1 3.6348 Test gain without huc 3.3538 Test gain without nhd_cumdr 3.6333 Test gain without nhd_maflowu 3.6309 Test gain without nhd_mavelu 3.6234 Test gain without tx_alt 3.6062 Test gain without tx_aspect 3.6371 Test gain without tx_bio1 3.6468 Test gain without tx_bio12 3.6475 Test gain without tx_bio13 3.6449 Test gain without tx_bio14 3.6467 Test gain without tx_bio15 3.6353 Test gain without tx_bio16 3.6443 Test gain without tx_bio17 3.6406 Test gain without tx_bio18 3.645 Test gain without tx_bio19 3.6465 Test gain without tx_bio2 3.6447 Test gain without tx_bio3 3.6362 Test gain without tx_bio4 3.6445 Test gain without tx_bio5 3.6423 Test gain without tx_bio6 3.633 Test gain without tx_bio7 3.6455 Test gain without tx_cti 3.1479 Test gain without tx_slope 3.6366 Test gain with only basin.1 0.9787 Test gain with only huc 1.9427 Test gain with only nhd_cumdr 0.4218 Test gain with only nhd_maflowu 0.8349 Test gain with only nhd_mavelu 0.5293 Test gain with only tx_alt 0.827 Test gain with only tx_aspect 0.0138 Test gain with only tx_bio1 0.6993 Test gain with only tx_bio12 1.1607 Test gain with only tx_bio13 0.7175 Test gain with only tx_bio14 1.1295 Test gain with only tx_bio15 1.1409 Test gain with only tx_bio16 0.821 Test gain with only tx_bio17 1.215 Test gain with only tx_bio18 0.3885 Test gain with only tx_bio19 1.2141 Test gain with only tx_bio2 0.3546 Test gain with only tx_bio3 0.1481 Test gain with only tx_bio4 0.3497 Test gain with only tx_bio5 0.421 Test gain with only tx_bio6 0.6493 Test gain with only tx_bio7 0.4605 Test gain with only tx_cti 0.6936 Test gain with only tx_slope 0.0286 AUC without basin.1 0.987 AUC without huc 0.9826 AUC without nhd_cumdr 0.9867 AUC without nhd_maflowu 0.9869 AUC without nhd_mavelu 0.9868 AUC without tx_alt 0.9866 AUC without tx_aspect 0.9869 AUC without tx_bio1 0.9869 AUC without tx_bio12 0.9869 AUC without tx_bio13 0.9869 AUC without tx_bio14 0.9869 AUC without tx_bio15 0.9866 AUC without tx_bio16 0.9869 AUC without tx_bio17 0.9868 AUC without tx_bio18 0.9869 AUC without tx_bio19 0.9869 AUC without tx_bio2 0.9869 AUC without tx_bio3 0.9868 AUC without tx_bio4 0.9868 AUC without tx_bio5 0.9868 AUC without tx_bio6 0.9866 AUC without tx_bio7 0.9869 AUC without tx_cti 0.9792 AUC without tx_slope 0.987 AUC with only basin.1 0.8461 AUC with only huc 0.9261 AUC with only nhd_cumdr 0.7537 AUC with only nhd_maflowu 0.8362 AUC with only nhd_mavelu 0.7858 AUC with only tx_alt 0.8369 AUC with only tx_aspect 0.5512 AUC with only tx_bio1 0.814 AUC with only tx_bio12 0.8847 AUC with only tx_bio13 0.8142 AUC with only tx_bio14 0.8814 AUC with only tx_bio15 0.8807 AUC with only tx_bio16 0.8277 AUC with only tx_bio17 0.8889 AUC with only tx_bio18 0.7117 AUC with only tx_bio19 0.8906 AUC with only tx_bio2 0.7194 AUC with only tx_bio3 0.6282 AUC with only tx_bio4 0.7193 AUC with only tx_bio5 0.7503 AUC with only tx_bio6 0.7925 AUC with only tx_bio7 0.7394 AUC with only tx_cti 0.814 AUC with only tx_slope 0.4637 Entropy 6.4312 Prevalence (average of logistic output over background sites) 0.0297 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0059 Fixed cumulative value 1 area 0.3003 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.0008 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0352 Fixed cumulative value 5 area 0.1401 Fixed cumulative value 5 training omission 0.0001 Fixed cumulative value 5 test omission 0.0082 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.083 Fixed cumulative value 10 area 0.0863 Fixed cumulative value 10 training omission 0.0013 Fixed cumulative value 10 test omission 0.0286 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 16.3401 Minimum training presence logistic threshold 0.153 Minimum training presence area 0.0601 Minimum training presence training omission 0 Minimum training presence test omission 0.0557 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 41.2702 10 percentile training presence logistic threshold 0.4726 10 percentile training presence area 0.0148 10 percentile training presence training omission 0.0893 10 percentile training presence test omission 0.2265 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 26.7024 Equal training sensitivity and specificity logistic threshold 0.2771 Equal training sensitivity and specificity area 0.0306 Equal training sensitivity and specificity training omission 0.0311 Equal training sensitivity and specificity test omission 0.1196 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 24.3119 Maximum training sensitivity plus specificity logistic threshold 0.2484 Maximum training sensitivity plus specificity area 0.0362 Maximum training sensitivity plus specificity training omission 0.0109 Maximum training sensitivity plus specificity test omission 0.1022 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 16.7594 Equal test sensitivity and specificity logistic threshold 0.156 Equal test sensitivity and specificity area 0.0561 Equal test sensitivity and specificity training omission 0.0112 Equal test sensitivity and specificity test omission 0.0561 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 15.769 Maximum test sensitivity plus specificity logistic threshold 0.1463 Maximum test sensitivity plus specificity area 0.0628 Maximum test sensitivity plus specificity training omission 0.0081 Maximum test sensitivity plus specificity test omission 0.0241 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 3.6992 Balance training omission, predicted area and threshold value logistic threshold 0.0243 Balance training omission, predicted area and threshold value area 0.1666 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.0037 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 14.4318 Equate entropy of thresholded and original distributions logistic threshold 0.1294 Equate entropy of thresholded and original distributions area 0.0624 Equate entropy of thresholded and original distributions training omission 0.0049 Equate entropy of thresholded and original distributions test omission 0.0514 Equate entropy of thresholded and original distributions binomial probability 0