Species Lepomis_humilis (average) total records 124 #Training samples 75 Regularized training gain 2.6442 Unregularized training gain 3.2111 Iterations 500 Training AUC 0.9878 #Test samples 49 Test gain 2.7502 Test AUC 0.9559 AUC Standard Deviation 0.0129 AUCdiff 0.032293987 #Background points 10074.4 basin.1 contribution 8.0753 huc contribution 27.314 nhd_cumdr contribution 2.8414 nhd_maflowu contribution 25.6703 nhd_mavelu contribution 0.1882 tx_alt contribution 4.1213 tx_aspect contribution 1.017 tx_bio1 contribution 0.7038 tx_bio12 contribution 0.3295 tx_bio13 contribution 0.1422 tx_bio14 contribution 6.9988 tx_bio15 contribution 0.4937 tx_bio16 contribution 0.0208 tx_bio17 contribution 0.5591 tx_bio18 contribution 0.0294 tx_bio19 contribution 3.2101 tx_bio2 contribution 0.0192 tx_bio3 contribution 0.2407 tx_bio4 contribution 1.0277 tx_bio5 contribution 0.2634 tx_bio6 contribution 0.0754 tx_bio7 contribution 0.0816 tx_cti contribution 16.4384 tx_slope contribution 0.1389 Training gain without basin.1 2.5889 Training gain without huc 2.2743 Training gain without nhd_cumdr 2.5865 Training gain without nhd_maflowu 2.6347 Training gain without nhd_mavelu 2.6371 Training gain without tx_alt 2.6217 Training gain without tx_aspect 2.6165 Training gain without tx_bio1 2.645 Training gain without tx_bio12 2.6432 Training gain without tx_bio13 2.644 Training gain without tx_bio14 2.6426 Training gain without tx_bio15 2.6431 Training gain without tx_bio16 2.6431 Training gain without tx_bio17 2.6436 Training gain without tx_bio18 2.6435 Training gain without tx_bio19 2.6439 Training gain without tx_bio2 2.6437 Training gain without tx_bio3 2.6424 Training gain without tx_bio4 2.6335 Training gain without tx_bio5 2.6437 Training gain without tx_bio6 2.644 Training gain without tx_bio7 2.6437 Training gain without tx_cti 2.3698 Training gain without tx_slope 2.6391 Training gain with only basin.1 0.5336 Training gain with only huc 1.2967 Training gain with only nhd_cumdr 0.5283 Training gain with only nhd_maflowu 0.7942 Training gain with only nhd_mavelu 0.3938 Training gain with only tx_alt 0.4041 Training gain with only tx_aspect 0.0375 Training gain with only tx_bio1 0.2565 Training gain with only tx_bio12 0.3553 Training gain with only tx_bio13 0.2975 Training gain with only tx_bio14 0.4112 Training gain with only tx_bio15 0.3999 Training gain with only tx_bio16 0.2504 Training gain with only tx_bio17 0.378 Training gain with only tx_bio18 0.1318 Training gain with only tx_bio19 0.3985 Training gain with only tx_bio2 0.2241 Training gain with only tx_bio3 0.2712 Training gain with only tx_bio4 0.136 Training gain with only tx_bio5 0.311 Training gain with only tx_bio6 0.237 Training gain with only tx_bio7 0.1631 Training gain with only tx_cti 0.851 Training gain with only tx_slope 0.058 Test gain without basin.1 2.682 Test gain without huc 2.4169 Test gain without nhd_cumdr 2.655 Test gain without nhd_maflowu 2.7529 Test gain without nhd_mavelu 2.7443 Test gain without tx_alt 2.735 Test gain without tx_aspect 2.7052 Test gain without tx_bio1 2.749 Test gain without tx_bio12 2.748 Test gain without tx_bio13 2.7491 Test gain without tx_bio14 2.7443 Test gain without tx_bio15 2.7493 Test gain without tx_bio16 2.7476 Test gain without tx_bio17 2.7503 Test gain without tx_bio18 2.748 Test gain without tx_bio19 2.7498 Test gain without tx_bio2 2.7495 Test gain without tx_bio3 2.7493 Test gain without tx_bio4 2.7328 Test gain without tx_bio5 2.7407 Test gain without tx_bio6 2.757 Test gain without tx_bio7 2.7496 Test gain without tx_cti 2.3719 Test gain without tx_slope 2.7589 Test gain with only basin.1 0.5706 Test gain with only huc 1.0024 Test gain with only nhd_cumdr 0.5493 Test gain with only nhd_maflowu 0.8159 Test gain with only nhd_mavelu 0.4055 Test gain with only tx_alt 0.4237 Test gain with only tx_aspect 0.0143 Test gain with only tx_bio1 0.2791 Test gain with only tx_bio12 0.366 Test gain with only tx_bio13 0.3328 Test gain with only tx_bio14 0.4036 Test gain with only tx_bio15 0.401 Test gain with only tx_bio16 0.2688 Test gain with only tx_bio17 0.3775 Test gain with only tx_bio18 0.155 Test gain with only tx_bio19 0.3997 Test gain with only tx_bio2 0.2549 Test gain with only tx_bio3 0.2744 Test gain with only tx_bio4 0.1202 Test gain with only tx_bio5 0.3679 Test gain with only tx_bio6 0.2164 Test gain with only tx_bio7 0.1611 Test gain with only tx_cti 0.8377 Test gain with only tx_slope 0.0366 AUC without basin.1 0.9524 AUC without huc 0.9493 AUC without nhd_cumdr 0.9528 AUC without nhd_maflowu 0.9569 AUC without nhd_mavelu 0.9559 AUC without tx_alt 0.9541 AUC without tx_aspect 0.9552 AUC without tx_bio1 0.9559 AUC without tx_bio12 0.9559 AUC without tx_bio13 0.956 AUC without tx_bio14 0.9556 AUC without tx_bio15 0.9558 AUC without tx_bio16 0.9557 AUC without tx_bio17 0.9559 AUC without tx_bio18 0.9559 AUC without tx_bio19 0.956 AUC without tx_bio2 0.956 AUC without tx_bio3 0.956 AUC without tx_bio4 0.9547 AUC without tx_bio5 0.9562 AUC without tx_bio6 0.9564 AUC without tx_bio7 0.956 AUC without tx_cti 0.944 AUC without tx_slope 0.9571 AUC with only basin.1 0.78 AUC with only huc 0.8325 AUC with only nhd_cumdr 0.7784 AUC with only nhd_maflowu 0.8197 AUC with only nhd_mavelu 0.7339 AUC with only tx_alt 0.7128 AUC with only tx_aspect 0.5617 AUC with only tx_bio1 0.6783 AUC with only tx_bio12 0.7211 AUC with only tx_bio13 0.6829 AUC with only tx_bio14 0.739 AUC with only tx_bio15 0.7308 AUC with only tx_bio16 0.6917 AUC with only tx_bio17 0.7248 AUC with only tx_bio18 0.6084 AUC with only tx_bio19 0.7343 AUC with only tx_bio2 0.6797 AUC with only tx_bio3 0.6855 AUC with only tx_bio4 0.6355 AUC with only tx_bio5 0.7301 AUC with only tx_bio6 0.6728 AUC with only tx_bio7 0.6699 AUC with only tx_cti 0.8137 AUC with only tx_slope 0.5388 Entropy 6.9653 Prevalence (average of logistic output over background sites) 0.0513 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0081 Fixed cumulative value 1 area 0.4566 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.0135 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0385 Fixed cumulative value 5 area 0.2332 Fixed cumulative value 5 training omission 0.0021 Fixed cumulative value 5 test omission 0.0428 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.0856 Fixed cumulative value 10 area 0.1471 Fixed cumulative value 10 training omission 0.0089 Fixed cumulative value 10 test omission 0.0835 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 10.3906 Minimum training presence logistic threshold 0.0924 Minimum training presence area 0.1614 Minimum training presence training omission 0 Minimum training presence test omission 0.0796 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 35.8122 10 percentile training presence logistic threshold 0.3905 10 percentile training presence area 0.0358 10 percentile training presence training omission 0.0901 10 percentile training presence test omission 0.258 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 26.2427 Equal training sensitivity and specificity logistic threshold 0.2727 Equal training sensitivity and specificity area 0.0559 Equal training sensitivity and specificity training omission 0.0553 Equal training sensitivity and specificity test omission 0.1959 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 24.9609 Maximum training sensitivity plus specificity logistic threshold 0.2566 Maximum training sensitivity plus specificity area 0.0624 Maximum training sensitivity plus specificity training omission 0.0308 Maximum training sensitivity plus specificity test omission 0.1747 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 15.0424 Equal test sensitivity and specificity logistic threshold 0.1407 Equal test sensitivity and specificity area 0.109 Equal test sensitivity and specificity training omission 0.0195 Equal test sensitivity and specificity test omission 0.109 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 16.5639 Maximum test sensitivity plus specificity logistic threshold 0.1606 Maximum test sensitivity plus specificity area 0.1064 Maximum test sensitivity plus specificity training omission 0.0228 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 5.075 Balance training omission, predicted area and threshold value logistic threshold 0.0392 Balance training omission, predicted area and threshold value area 0.2322 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.0432 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 14.5935 Equate entropy of thresholded and original distributions logistic threshold 0.1339 Equate entropy of thresholded and original distributions area 0.1066 Equate entropy of thresholded and original distributions training omission 0.0181 Equate entropy of thresholded and original distributions test omission 0.1153 Equate entropy of thresholded and original distributions binomial probability 0