Species Lepomis_gulosus (average) total records 249 #Training samples 150 Regularized training gain 2.0966 Unregularized training gain 2.5656 Iterations 500 Training AUC 0.9784 #Test samples 99 Test gain 2.1614 Test AUC 0.94 AUC Standard Deviation 0.0109 AUCdiff 0.039247751 #Background points 10148.14 basin.1 contribution 4.0535 huc contribution 12.9391 nhd_cumdr contribution 3.2562 nhd_maflowu contribution 13.2517 nhd_mavelu contribution 1.9254 tx_alt contribution 6.4029 tx_aspect contribution 1.004 tx_bio1 contribution 3.0579 tx_bio12 contribution 1.6948 tx_bio13 contribution 0.3771 tx_bio14 contribution 3.1566 tx_bio15 contribution 2.2921 tx_bio16 contribution 0.6261 tx_bio17 contribution 8.4992 tx_bio18 contribution 0.673 tx_bio19 contribution 5.9357 tx_bio2 contribution 1.2312 tx_bio3 contribution 0.7034 tx_bio4 contribution 2.5215 tx_bio5 contribution 1.7222 tx_bio6 contribution 5.7879 tx_bio7 contribution 0.8965 tx_cti contribution 17.7413 tx_slope contribution 0.2507 Training gain without basin.1 2.0915 Training gain without huc 1.9571 Training gain without nhd_cumdr 2.0795 Training gain without nhd_maflowu 2.0797 Training gain without nhd_mavelu 2.0881 Training gain without tx_alt 2.0819 Training gain without tx_aspect 2.0724 Training gain without tx_bio1 2.0949 Training gain without tx_bio12 2.0968 Training gain without tx_bio13 2.0962 Training gain without tx_bio14 2.0948 Training gain without tx_bio15 2.0874 Training gain without tx_bio16 2.0961 Training gain without tx_bio17 2.0942 Training gain without tx_bio18 2.0949 Training gain without tx_bio19 2.0926 Training gain without tx_bio2 2.093 Training gain without tx_bio3 2.0947 Training gain without tx_bio4 2.0832 Training gain without tx_bio5 2.0931 Training gain without tx_bio6 2.093 Training gain without tx_bio7 2.0955 Training gain without tx_cti 1.8618 Training gain without tx_slope 2.0843 Training gain with only basin.1 0.6707 Training gain with only huc 1.2305 Training gain with only nhd_cumdr 0.2194 Training gain with only nhd_maflowu 0.6406 Training gain with only nhd_mavelu 0.1827 Training gain with only tx_alt 0.7294 Training gain with only tx_aspect 0.0334 Training gain with only tx_bio1 0.5977 Training gain with only tx_bio12 0.768 Training gain with only tx_bio13 0.5621 Training gain with only tx_bio14 0.8476 Training gain with only tx_bio15 0.6936 Training gain with only tx_bio16 0.6622 Training gain with only tx_bio17 0.8807 Training gain with only tx_bio18 0.5461 Training gain with only tx_bio19 0.8717 Training gain with only tx_bio2 0.4775 Training gain with only tx_bio3 0.2144 Training gain with only tx_bio4 0.4925 Training gain with only tx_bio5 0.2381 Training gain with only tx_bio6 0.7127 Training gain with only tx_bio7 0.569 Training gain with only tx_cti 0.7416 Training gain with only tx_slope 0.0608 Test gain without basin.1 2.1659 Test gain without huc 2.0955 Test gain without nhd_cumdr 2.1361 Test gain without nhd_maflowu 2.1386 Test gain without nhd_mavelu 2.1569 Test gain without tx_alt 2.1345 Test gain without tx_aspect 2.1423 Test gain without tx_bio1 2.1584 Test gain without tx_bio12 2.1639 Test gain without tx_bio13 2.1604 Test gain without tx_bio14 2.1603 Test gain without tx_bio15 2.1422 Test gain without tx_bio16 2.157 Test gain without tx_bio17 2.1531 Test gain without tx_bio18 2.1586 Test gain without tx_bio19 2.1575 Test gain without tx_bio2 2.1562 Test gain without tx_bio3 2.1622 Test gain without tx_bio4 2.142 Test gain without tx_bio5 2.1576 Test gain without tx_bio6 2.1584 Test gain without tx_bio7 2.1649 Test gain without tx_cti 1.8558 Test gain without tx_slope 2.1619 Test gain with only basin.1 0.6547 Test gain with only huc 1.0644 Test gain with only nhd_cumdr 0.1981 Test gain with only nhd_maflowu 0.6748 Test gain with only nhd_mavelu 0.183 Test gain with only tx_alt 0.7418 Test gain with only tx_aspect 0.0146 Test gain with only tx_bio1 0.6316 Test gain with only tx_bio12 0.7898 Test gain with only tx_bio13 0.5914 Test gain with only tx_bio14 0.851 Test gain with only tx_bio15 0.6958 Test gain with only tx_bio16 0.677 Test gain with only tx_bio17 0.9176 Test gain with only tx_bio18 0.5503 Test gain with only tx_bio19 0.9026 Test gain with only tx_bio2 0.4921 Test gain with only tx_bio3 0.215 Test gain with only tx_bio4 0.5057 Test gain with only tx_bio5 0.2694 Test gain with only tx_bio6 0.7296 Test gain with only tx_bio7 0.5615 Test gain with only tx_cti 0.7537 Test gain with only tx_slope 0.0518 AUC without basin.1 0.94 AUC without huc 0.9364 AUC without nhd_cumdr 0.939 AUC without nhd_maflowu 0.9381 AUC without nhd_mavelu 0.9401 AUC without tx_alt 0.9382 AUC without tx_aspect 0.9398 AUC without tx_bio1 0.9395 AUC without tx_bio12 0.9401 AUC without tx_bio13 0.9398 AUC without tx_bio14 0.9399 AUC without tx_bio15 0.9392 AUC without tx_bio16 0.9397 AUC without tx_bio17 0.9398 AUC without tx_bio18 0.9399 AUC without tx_bio19 0.9398 AUC without tx_bio2 0.9398 AUC without tx_bio3 0.94 AUC without tx_bio4 0.9387 AUC without tx_bio5 0.9398 AUC without tx_bio6 0.9398 AUC without tx_bio7 0.9403 AUC without tx_cti 0.9234 AUC without tx_slope 0.9405 AUC with only basin.1 0.7861 AUC with only huc 0.8375 AUC with only nhd_cumdr 0.6819 AUC with only nhd_maflowu 0.8032 AUC with only nhd_mavelu 0.6709 AUC with only tx_alt 0.8185 AUC with only tx_aspect 0.5485 AUC with only tx_bio1 0.7994 AUC with only tx_bio12 0.8034 AUC with only tx_bio13 0.7728 AUC with only tx_bio14 0.8142 AUC with only tx_bio15 0.8081 AUC with only tx_bio16 0.7847 AUC with only tx_bio17 0.8208 AUC with only tx_bio18 0.7562 AUC with only tx_bio19 0.8254 AUC with only tx_bio2 0.7648 AUC with only tx_bio3 0.6632 AUC with only tx_bio4 0.7647 AUC with only tx_bio5 0.6977 AUC with only tx_bio6 0.8164 AUC with only tx_bio7 0.7825 AUC with only tx_cti 0.8165 AUC with only tx_slope 0.4212 Entropy 7.3603 Prevalence (average of logistic output over background sites) 0.0767 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0136 Fixed cumulative value 1 area 0.4796 Fixed cumulative value 1 training omission 0.0001 Fixed cumulative value 1 test omission 0.0143 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0586 Fixed cumulative value 5 area 0.2841 Fixed cumulative value 5 training omission 0.0051 Fixed cumulative value 5 test omission 0.0502 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.1115 Fixed cumulative value 10 area 0.196 Fixed cumulative value 10 training omission 0.0129 Fixed cumulative value 10 test omission 0.0862 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 5.0912 Minimum training presence logistic threshold 0.0593 Minimum training presence area 0.3035 Minimum training presence training omission 0 Minimum training presence test omission 0.0436 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 34.5775 10 percentile training presence logistic threshold 0.3806 10 percentile training presence area 0.0583 10 percentile training presence training omission 0.0994 10 percentile training presence test omission 0.2599 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 28.4082 Equal training sensitivity and specificity logistic threshold 0.3131 Equal training sensitivity and specificity area 0.0759 Equal training sensitivity and specificity training omission 0.0761 Equal training sensitivity and specificity test omission 0.2173 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 26.8614 Maximum training sensitivity plus specificity logistic threshold 0.2959 Maximum training sensitivity plus specificity area 0.0838 Maximum training sensitivity plus specificity training omission 0.0538 Maximum training sensitivity plus specificity test omission 0.1994 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 16.8689 Equal test sensitivity and specificity logistic threshold 0.1854 Equal test sensitivity and specificity area 0.134 Equal test sensitivity and specificity training omission 0.0311 Equal test sensitivity and specificity test omission 0.1339 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 18.2213 Maximum test sensitivity plus specificity logistic threshold 0.2001 Maximum test sensitivity plus specificity area 0.1318 Maximum test sensitivity plus specificity training omission 0.0327 Maximum test sensitivity plus specificity test omission 0.1124 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 4.4477 Balance training omission, predicted area and threshold value logistic threshold 0.0525 Balance training omission, predicted area and threshold value area 0.3012 Balance training omission, predicted area and threshold value training omission 0.0012 Balance training omission, predicted area and threshold value test omission 0.0405 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 13.6193 Equate entropy of thresholded and original distributions logistic threshold 0.15 Equate entropy of thresholded and original distributions area 0.1577 Equate entropy of thresholded and original distributions training omission 0.0212 Equate entropy of thresholded and original distributions test omission 0.1133 Equate entropy of thresholded and original distributions binomial probability 0