Species Macrhybopsis_hyostoma (average) total records 78 #Training samples 47 Regularized training gain 3.8357 Unregularized training gain 4.3317 Iterations 500 Training AUC 0.9981 #Test samples 31 Test gain 4.4945 Test AUC 0.9904 AUC Standard Deviation 0.0041 AUCdiff 0.007714658 #Background points 10046.41 basin.1 contribution 11.0037 huc contribution 24.5801 nhd_cumdr contribution 1.4652 nhd_maflowu contribution 36.6312 nhd_mavelu contribution 0.2893 tx_alt contribution 0.8766 tx_aspect contribution 0.2669 tx_bio1 contribution 0.0007 tx_bio12 contribution 1.6006 tx_bio13 contribution 0.088 tx_bio14 contribution 13.2443 tx_bio15 contribution 1.916 tx_bio16 contribution 0.2164 tx_bio17 contribution 0.5912 tx_bio18 contribution 0.2121 tx_bio19 contribution 2.7723 tx_bio2 contribution 0.0053 tx_bio3 contribution 0.0736 tx_bio4 contribution 0.0144 tx_bio5 contribution 0.0036 tx_bio6 contribution 0.0196 tx_bio7 contribution 0.013 tx_cti contribution 3.9938 tx_slope contribution 0.1222 Training gain without basin.1 3.8179 Training gain without huc 3.61 Training gain without nhd_cumdr 3.8149 Training gain without nhd_maflowu 3.8067 Training gain without nhd_mavelu 3.823 Training gain without tx_alt 3.8282 Training gain without tx_aspect 3.8268 Training gain without tx_bio1 3.8359 Training gain without tx_bio12 3.8358 Training gain without tx_bio13 3.8358 Training gain without tx_bio14 3.8313 Training gain without tx_bio15 3.8332 Training gain without tx_bio16 3.8358 Training gain without tx_bio17 3.8356 Training gain without tx_bio18 3.8348 Training gain without tx_bio19 3.8331 Training gain without tx_bio2 3.8362 Training gain without tx_bio3 3.8335 Training gain without tx_bio4 3.836 Training gain without tx_bio5 3.836 Training gain without tx_bio6 3.8353 Training gain without tx_bio7 3.8357 Training gain without tx_cti 3.7548 Training gain without tx_slope 3.8324 Training gain with only basin.1 1.6143 Training gain with only huc 2.8648 Training gain with only nhd_cumdr 1.7515 Training gain with only nhd_maflowu 2.1136 Training gain with only nhd_mavelu 1.2205 Training gain with only tx_alt 1.2024 Training gain with only tx_aspect 0.0343 Training gain with only tx_bio1 0.7763 Training gain with only tx_bio12 1.9388 Training gain with only tx_bio13 1.0665 Training gain with only tx_bio14 1.9591 Training gain with only tx_bio15 1.3991 Training gain with only tx_bio16 1.7306 Training gain with only tx_bio17 1.6402 Training gain with only tx_bio18 1.475 Training gain with only tx_bio19 1.8366 Training gain with only tx_bio2 0.5117 Training gain with only tx_bio3 0.3117 Training gain with only tx_bio4 0.46 Training gain with only tx_bio5 0.2145 Training gain with only tx_bio6 0.6192 Training gain with only tx_bio7 0.6655 Training gain with only tx_cti 1.403 Training gain with only tx_slope 0.1149 Test gain without basin.1 4.4687 Test gain without huc 4.2707 Test gain without nhd_cumdr 4.4675 Test gain without nhd_maflowu 4.47 Test gain without nhd_mavelu 4.4745 Test gain without tx_alt 4.4858 Test gain without tx_aspect 4.4878 Test gain without tx_bio1 4.4934 Test gain without tx_bio12 4.4923 Test gain without tx_bio13 4.4943 Test gain without tx_bio14 4.4766 Test gain without tx_bio15 4.491 Test gain without tx_bio16 4.4946 Test gain without tx_bio17 4.4929 Test gain without tx_bio18 4.4942 Test gain without tx_bio19 4.4852 Test gain without tx_bio2 4.493 Test gain without tx_bio3 4.4892 Test gain without tx_bio4 4.4928 Test gain without tx_bio5 4.4923 Test gain without tx_bio6 4.4937 Test gain without tx_bio7 4.4921 Test gain without tx_cti 4.3958 Test gain without tx_slope 4.4898 Test gain with only basin.1 1.7503 Test gain with only huc 2.8632 Test gain with only nhd_cumdr 1.9242 Test gain with only nhd_maflowu 2.2601 Test gain with only nhd_mavelu 1.3551 Test gain with only tx_alt 1.2911 Test gain with only tx_aspect -0.0058 Test gain with only tx_bio1 0.9525 Test gain with only tx_bio12 2.2639 Test gain with only tx_bio13 1.2727 Test gain with only tx_bio14 2.0971 Test gain with only tx_bio15 1.5081 Test gain with only tx_bio16 2.0205 Test gain with only tx_bio17 1.8078 Test gain with only tx_bio18 1.6643 Test gain with only tx_bio19 2.0411 Test gain with only tx_bio2 0.584 Test gain with only tx_bio3 0.4332 Test gain with only tx_bio4 0.7008 Test gain with only tx_bio5 0.4459 Test gain with only tx_bio6 0.7597 Test gain with only tx_bio7 0.8978 Test gain with only tx_cti 1.4592 Test gain with only tx_slope 0.1159 AUC without basin.1 0.9894 AUC without huc 0.9892 AUC without nhd_cumdr 0.9903 AUC without nhd_maflowu 0.99 AUC without nhd_mavelu 0.9904 AUC without tx_alt 0.9904 AUC without tx_aspect 0.9906 AUC without tx_bio1 0.9904 AUC without tx_bio12 0.9904 AUC without tx_bio13 0.9905 AUC without tx_bio14 0.9904 AUC without tx_bio15 0.9904 AUC without tx_bio16 0.9905 AUC without tx_bio17 0.9904 AUC without tx_bio18 0.9905 AUC without tx_bio19 0.9903 AUC without tx_bio2 0.9904 AUC without tx_bio3 0.9904 AUC without tx_bio4 0.9904 AUC without tx_bio5 0.9904 AUC without tx_bio6 0.9905 AUC without tx_bio7 0.9904 AUC without tx_cti 0.988 AUC without tx_slope 0.9903 AUC with only basin.1 0.9236 AUC with only huc 0.9343 AUC with only nhd_cumdr 0.8972 AUC with only nhd_maflowu 0.9227 AUC with only nhd_mavelu 0.8584 AUC with only tx_alt 0.887 AUC with only tx_aspect 0.5312 AUC with only tx_bio1 0.8531 AUC with only tx_bio12 0.9011 AUC with only tx_bio13 0.8738 AUC with only tx_bio14 0.9012 AUC with only tx_bio15 0.8927 AUC with only tx_bio16 0.8877 AUC with only tx_bio17 0.8969 AUC with only tx_bio18 0.8506 AUC with only tx_bio19 0.8941 AUC with only tx_bio2 0.7979 AUC with only tx_bio3 0.7504 AUC with only tx_bio4 0.7921 AUC with only tx_bio5 0.7437 AUC with only tx_bio6 0.8207 AUC with only tx_bio7 0.8193 AUC with only tx_cti 0.8729 AUC with only tx_slope 0.5548 Entropy 5.9916 Prevalence (average of logistic output over background sites) 0.0189 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0033 Fixed cumulative value 1 area 0.3105 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0215 Fixed cumulative value 5 area 0.1281 Fixed cumulative value 5 training omission 0 Fixed cumulative value 5 test omission 0.0187 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.0538 Fixed cumulative value 10 area 0.0709 Fixed cumulative value 10 training omission 0 Fixed cumulative value 10 test omission 0.0397 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 27.7815 Minimum training presence logistic threshold 0.271 Minimum training presence area 0.0189 Minimum training presence training omission 0 Minimum training presence test omission 0.101 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 49.5442 10 percentile training presence logistic threshold 0.606 10 percentile training presence area 0.0055 10 percentile training presence training omission 0.0815 10 percentile training presence test omission 0.2458 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 28.8779 Equal training sensitivity and specificity logistic threshold 0.2858 Equal training sensitivity and specificity area 0.0168 Equal training sensitivity and specificity training omission 0.0175 Equal training sensitivity and specificity test omission 0.111 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 28.2148 Maximum training sensitivity plus specificity logistic threshold 0.2771 Maximum training sensitivity plus specificity area 0.0181 Maximum training sensitivity plus specificity training omission 0.0006 Maximum training sensitivity plus specificity test omission 0.1032 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 15.7924 Equal test sensitivity and specificity logistic threshold 0.1165 Equal test sensitivity and specificity area 0.0501 Equal test sensitivity and specificity training omission 0.0017 Equal test sensitivity and specificity test omission 0.0513 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 20.6493 Maximum test sensitivity plus specificity logistic threshold 0.1826 Maximum test sensitivity plus specificity area 0.0396 Maximum test sensitivity plus specificity training omission 0.0055 Maximum test sensitivity plus specificity test omission 0.0307 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 3.9759 Balance training omission, predicted area and threshold value logistic threshold 0.0159 Balance training omission, predicted area and threshold value area 0.1494 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.0123 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 16.1693 Equate entropy of thresholded and original distributions logistic threshold 0.1076 Equate entropy of thresholded and original distributions area 0.0404 Equate entropy of thresholded and original distributions training omission 0.0006 Equate entropy of thresholded and original distributions test omission 0.0597 Equate entropy of thresholded and original distributions binomial probability 0