Species Macrhybopsis_aestivalis (average) total records 21 #Training samples 13 Regularized training gain 3.6608 Unregularized training gain 4.7005 Iterations 450 Training AUC 0.9978 #Test samples 8 Test gain 3.8736 Test AUC 0.9837 AUC Standard Deviation 0.0097 AUCdiff 0.014131088 #Background points 10013 basin.1 contribution 37.2451 huc contribution 38.1595 nhd_cumdr contribution 3.6408 nhd_maflowu contribution 2.1347 nhd_mavelu contribution 2.9842 tx_alt contribution 1.8254 tx_aspect contribution 0.3153 tx_bio1 contribution 0.6441 tx_bio12 contribution 0.0714 tx_bio13 contribution 0.0712 tx_bio14 contribution 0.2366 tx_bio15 contribution 0 tx_bio16 contribution 0.1425 tx_bio17 contribution 0.4634 tx_bio18 contribution 0.9992 tx_bio19 contribution 0.2783 tx_bio2 contribution 0.0122 tx_bio3 contribution 0.0099 tx_bio4 contribution 0.0668 tx_bio5 contribution 2.7548 tx_bio6 contribution 2.1337 tx_bio7 contribution 0.0089 tx_cti contribution 4.8029 tx_slope contribution 0.999 Training gain without basin.1 3.6503 Training gain without huc 3.2076 Training gain without nhd_cumdr 3.651 Training gain without nhd_maflowu 3.6596 Training gain without nhd_mavelu 3.6214 Training gain without tx_alt 3.6349 Training gain without tx_aspect 3.6506 Training gain without tx_bio1 3.6489 Training gain without tx_bio12 3.6608 Training gain without tx_bio13 3.6605 Training gain without tx_bio14 3.6596 Training gain without tx_bio15 3.6607 Training gain without tx_bio16 3.6607 Training gain without tx_bio17 3.6604 Training gain without tx_bio18 3.6458 Training gain without tx_bio19 3.6537 Training gain without tx_bio2 3.6604 Training gain without tx_bio3 3.66 Training gain without tx_bio4 3.6584 Training gain without tx_bio5 3.646 Training gain without tx_bio6 3.6449 Training gain without tx_bio7 3.6606 Training gain without tx_cti 3.6007 Training gain without tx_slope 3.6195 Training gain with only basin.1 1.4485 Training gain with only huc 2.6084 Training gain with only nhd_cumdr 0.7329 Training gain with only nhd_maflowu 0.3664 Training gain with only nhd_mavelu 0.9637 Training gain with only tx_alt 0.0762 Training gain with only tx_aspect 0.0265 Training gain with only tx_bio1 0.2463 Training gain with only tx_bio12 1.1573 Training gain with only tx_bio13 0.9806 Training gain with only tx_bio14 0.9245 Training gain with only tx_bio15 0.4571 Training gain with only tx_bio16 1.2797 Training gain with only tx_bio17 0.9174 Training gain with only tx_bio18 1.7191 Training gain with only tx_bio19 0.8978 Training gain with only tx_bio2 0.236 Training gain with only tx_bio3 0.2732 Training gain with only tx_bio4 0.0021 Training gain with only tx_bio5 0.6304 Training gain with only tx_bio6 0.3225 Training gain with only tx_bio7 0.0212 Training gain with only tx_cti 0.3964 Training gain with only tx_slope 0.1877 Test gain without basin.1 3.8655 Test gain without huc 3.3341 Test gain without nhd_cumdr 3.8577 Test gain without nhd_maflowu 3.8732 Test gain without nhd_mavelu 3.8974 Test gain without tx_alt 3.9156 Test gain without tx_aspect 3.8759 Test gain without tx_bio1 3.861 Test gain without tx_bio12 3.873 Test gain without tx_bio13 3.8739 Test gain without tx_bio14 3.8792 Test gain without tx_bio15 3.8736 Test gain without tx_bio16 3.8738 Test gain without tx_bio17 3.8746 Test gain without tx_bio18 3.9007 Test gain without tx_bio19 3.8632 Test gain without tx_bio2 3.8746 Test gain without tx_bio3 3.8754 Test gain without tx_bio4 3.874 Test gain without tx_bio5 3.8475 Test gain without tx_bio6 3.9018 Test gain without tx_bio7 3.8744 Test gain without tx_cti 3.8338 Test gain without tx_slope 3.7849 Test gain with only basin.1 1.6284 Test gain with only huc 2.6814 Test gain with only nhd_cumdr 1.1226 Test gain with only nhd_maflowu 0.4651 Test gain with only nhd_mavelu 1.0526 Test gain with only tx_alt 0.1166 Test gain with only tx_aspect -0.0277 Test gain with only tx_bio1 0.3059 Test gain with only tx_bio12 1.244 Test gain with only tx_bio13 1.0819 Test gain with only tx_bio14 0.9457 Test gain with only tx_bio15 0.5355 Test gain with only tx_bio16 1.3948 Test gain with only tx_bio17 0.9518 Test gain with only tx_bio18 1.8055 Test gain with only tx_bio19 0.9361 Test gain with only tx_bio2 0.2866 Test gain with only tx_bio3 0.3473 Test gain with only tx_bio4 -0.0028 Test gain with only tx_bio5 0.8153 Test gain with only tx_bio6 0.3317 Test gain with only tx_bio7 0.0163 Test gain with only tx_cti 0.4208 Test gain with only tx_slope 0.3252 AUC without basin.1 0.9834 AUC without huc 0.9794 AUC without nhd_cumdr 0.9837 AUC without nhd_maflowu 0.9837 AUC without nhd_mavelu 0.9837 AUC without tx_alt 0.9876 AUC without tx_aspect 0.9838 AUC without tx_bio1 0.9831 AUC without tx_bio12 0.9837 AUC without tx_bio13 0.9837 AUC without tx_bio14 0.984 AUC without tx_bio15 0.9837 AUC without tx_bio16 0.9837 AUC without tx_bio17 0.9837 AUC without tx_bio18 0.9838 AUC without tx_bio19 0.9836 AUC without tx_bio2 0.9838 AUC without tx_bio3 0.9838 AUC without tx_bio4 0.984 AUC without tx_bio5 0.983 AUC without tx_bio6 0.9856 AUC without tx_bio7 0.9838 AUC without tx_cti 0.9827 AUC without tx_slope 0.9826 AUC with only basin.1 0.9056 AUC with only huc 0.9097 AUC with only nhd_cumdr 0.7181 AUC with only nhd_maflowu 0.6677 AUC with only nhd_mavelu 0.7493 AUC with only tx_alt 0.6647 AUC with only tx_aspect 0.4933 AUC with only tx_bio1 0.7587 AUC with only tx_bio12 0.9008 AUC with only tx_bio13 0.875 AUC with only tx_bio14 0.8595 AUC with only tx_bio15 0.7955 AUC with only tx_bio16 0.9155 AUC with only tx_bio17 0.8455 AUC with only tx_bio18 0.9422 AUC with only tx_bio19 0.8455 AUC with only tx_bio2 0.7378 AUC with only tx_bio3 0.7749 AUC with only tx_bio4 0.4931 AUC with only tx_bio5 0.8305 AUC with only tx_bio6 0.7426 AUC with only tx_bio7 0.5616 AUC with only tx_cti 0.7437 AUC with only tx_slope 0.6906 Entropy 5.8347 Prevalence (average of logistic output over background sites) 0.0168 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0033 Fixed cumulative value 1 area 0.298 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.02 Fixed cumulative value 1 binomial probability 0.0003 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0201 Fixed cumulative value 5 area 0.1198 Fixed cumulative value 5 training omission 0 Fixed cumulative value 5 test omission 0.0438 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.0554 Fixed cumulative value 10 area 0.0647 Fixed cumulative value 10 training omission 0 Fixed cumulative value 10 test omission 0.0738 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 35.9374 Minimum training presence logistic threshold 0.3723 Minimum training presence area 0.012 Minimum training presence training omission 0 Minimum training presence test omission 0.1662 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 50.322 10 percentile training presence logistic threshold 0.5662 10 percentile training presence area 0.0054 10 percentile training presence training omission 0.0731 10 percentile training presence test omission 0.325 10 percentile training presence binomial probability 0.0106 Equal training sensitivity and specificity cumulative threshold 35.9374 Equal training sensitivity and specificity logistic threshold 0.3723 Equal training sensitivity and specificity area 0.012 Equal training sensitivity and specificity training omission 0 Equal training sensitivity and specificity test omission 0.1662 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 35.9374 Maximum training sensitivity plus specificity logistic threshold 0.3723 Maximum training sensitivity plus specificity area 0.012 Maximum training sensitivity plus specificity training omission 0 Maximum training sensitivity plus specificity test omission 0.1662 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 20.6937 Equal test sensitivity and specificity logistic threshold 0.1859 Equal test sensitivity and specificity area 0.0611 Equal test sensitivity and specificity training omission 0.02 Equal test sensitivity and specificity test omission 0.0525 Equal test sensitivity and specificity binomial probability 0.0002 Maximum test sensitivity plus specificity cumulative threshold 25.268 Maximum test sensitivity plus specificity logistic threshold 0.2366 Maximum test sensitivity plus specificity area 0.0401 Maximum test sensitivity plus specificity training omission 0.0308 Maximum test sensitivity plus specificity test omission 0.0238 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 3.9401 Balance training omission, predicted area and threshold value logistic threshold 0.0139 Balance training omission, predicted area and threshold value area 0.138 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.03 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 17.0369 Equate entropy of thresholded and original distributions logistic threshold 0.1169 Equate entropy of thresholded and original distributions area 0.0353 Equate entropy of thresholded and original distributions training omission 0 Equate entropy of thresholded and original distributions test omission 0.1012 Equate entropy of thresholded and original distributions binomial probability 0