Species Pomoxis_annularis (average) total records 148 #Training samples 89 Regularized training gain 2.6785 Unregularized training gain 3.2239 Iterations 500 Training AUC 0.9889 #Test samples 59 Test gain 2.6923 Test AUC 0.9536 AUC Standard Deviation 0.0123 AUCdiff 0.035696228 #Background points 10088.38 basin.1 contribution 2.7061 huc contribution 22.6146 nhd_cumdr contribution 4.0124 nhd_maflowu contribution 28.448 nhd_mavelu contribution 1.2195 tx_alt contribution 3.5274 tx_aspect contribution 1.394 tx_bio1 contribution 0.6401 tx_bio12 contribution 1.5992 tx_bio13 contribution 0.2795 tx_bio14 contribution 2.8302 tx_bio15 contribution 5.0128 tx_bio16 contribution 0.639 tx_bio17 contribution 4.2713 tx_bio18 contribution 0.1451 tx_bio19 contribution 2.4376 tx_bio2 contribution 1.4447 tx_bio3 contribution 0.2233 tx_bio4 contribution 0.8017 tx_bio5 contribution 0.9914 tx_bio6 contribution 1.0082 tx_bio7 contribution 1.1529 tx_cti contribution 12.3798 tx_slope contribution 0.2213 Training gain without basin.1 2.6671 Training gain without huc 2.3818 Training gain without nhd_cumdr 2.6593 Training gain without nhd_maflowu 2.6541 Training gain without nhd_mavelu 2.6691 Training gain without tx_alt 2.6465 Training gain without tx_aspect 2.6376 Training gain without tx_bio1 2.6744 Training gain without tx_bio12 2.6777 Training gain without tx_bio13 2.6773 Training gain without tx_bio14 2.6759 Training gain without tx_bio15 2.6742 Training gain without tx_bio16 2.6773 Training gain without tx_bio17 2.6785 Training gain without tx_bio18 2.678 Training gain without tx_bio19 2.6729 Training gain without tx_bio2 2.6725 Training gain without tx_bio3 2.6774 Training gain without tx_bio4 2.6762 Training gain without tx_bio5 2.6777 Training gain without tx_bio6 2.6712 Training gain without tx_bio7 2.6768 Training gain without tx_cti 2.5214 Training gain without tx_slope 2.6736 Training gain with only basin.1 0.6295 Training gain with only huc 1.4777 Training gain with only nhd_cumdr 0.7052 Training gain with only nhd_maflowu 1.1736 Training gain with only nhd_mavelu 0.4751 Training gain with only tx_alt 0.6893 Training gain with only tx_aspect 0.0406 Training gain with only tx_bio1 0.4174 Training gain with only tx_bio12 0.7922 Training gain with only tx_bio13 0.5693 Training gain with only tx_bio14 0.8286 Training gain with only tx_bio15 0.6916 Training gain with only tx_bio16 0.6793 Training gain with only tx_bio17 0.8174 Training gain with only tx_bio18 0.4896 Training gain with only tx_bio19 0.8606 Training gain with only tx_bio2 0.4349 Training gain with only tx_bio3 0.1828 Training gain with only tx_bio4 0.2643 Training gain with only tx_bio5 0.1418 Training gain with only tx_bio6 0.4839 Training gain with only tx_bio7 0.3215 Training gain with only tx_cti 0.8909 Training gain with only tx_slope 0.0929 Test gain without basin.1 2.7028 Test gain without huc 2.5067 Test gain without nhd_cumdr 2.6813 Test gain without nhd_maflowu 2.6673 Test gain without nhd_mavelu 2.6839 Test gain without tx_alt 2.6602 Test gain without tx_aspect 2.6419 Test gain without tx_bio1 2.6877 Test gain without tx_bio12 2.6907 Test gain without tx_bio13 2.6911 Test gain without tx_bio14 2.6925 Test gain without tx_bio15 2.6956 Test gain without tx_bio16 2.6907 Test gain without tx_bio17 2.6941 Test gain without tx_bio18 2.6918 Test gain without tx_bio19 2.6895 Test gain without tx_bio2 2.6893 Test gain without tx_bio3 2.6932 Test gain without tx_bio4 2.6925 Test gain without tx_bio5 2.6905 Test gain without tx_bio6 2.6884 Test gain without tx_bio7 2.6923 Test gain without tx_cti 2.4886 Test gain without tx_slope 2.7296 Test gain with only basin.1 0.5934 Test gain with only huc 1.1514 Test gain with only nhd_cumdr 0.8152 Test gain with only nhd_maflowu 1.332 Test gain with only nhd_mavelu 0.5509 Test gain with only tx_alt 0.6974 Test gain with only tx_aspect 0.0146 Test gain with only tx_bio1 0.4383 Test gain with only tx_bio12 0.8659 Test gain with only tx_bio13 0.5938 Test gain with only tx_bio14 0.8285 Test gain with only tx_bio15 0.6849 Test gain with only tx_bio16 0.7109 Test gain with only tx_bio17 0.8468 Test gain with only tx_bio18 0.5056 Test gain with only tx_bio19 0.9152 Test gain with only tx_bio2 0.4963 Test gain with only tx_bio3 0.2197 Test gain with only tx_bio4 0.3122 Test gain with only tx_bio5 0.1908 Test gain with only tx_bio6 0.5325 Test gain with only tx_bio7 0.3473 Test gain with only tx_cti 0.8987 Test gain with only tx_slope 0.079 AUC without basin.1 0.9544 AUC without huc 0.952 AUC without nhd_cumdr 0.9533 AUC without nhd_maflowu 0.9517 AUC without nhd_mavelu 0.954 AUC without tx_alt 0.9527 AUC without tx_aspect 0.9538 AUC without tx_bio1 0.9536 AUC without tx_bio12 0.9536 AUC without tx_bio13 0.9537 AUC without tx_bio14 0.9539 AUC without tx_bio15 0.9541 AUC without tx_bio16 0.9537 AUC without tx_bio17 0.9537 AUC without tx_bio18 0.9535 AUC without tx_bio19 0.9535 AUC without tx_bio2 0.9537 AUC without tx_bio3 0.9538 AUC without tx_bio4 0.9535 AUC without tx_bio5 0.9537 AUC without tx_bio6 0.9535 AUC without tx_bio7 0.9537 AUC without tx_cti 0.9457 AUC without tx_slope 0.9561 AUC with only basin.1 0.7765 AUC with only huc 0.8321 AUC with only nhd_cumdr 0.7941 AUC with only nhd_maflowu 0.8756 AUC with only nhd_mavelu 0.7582 AUC with only tx_alt 0.8085 AUC with only tx_aspect 0.5534 AUC with only tx_bio1 0.7541 AUC with only tx_bio12 0.8069 AUC with only tx_bio13 0.7844 AUC with only tx_bio14 0.8108 AUC with only tx_bio15 0.8039 AUC with only tx_bio16 0.7907 AUC with only tx_bio17 0.8142 AUC with only tx_bio18 0.7313 AUC with only tx_bio19 0.8109 AUC with only tx_bio2 0.7687 AUC with only tx_bio3 0.6658 AUC with only tx_bio4 0.6979 AUC with only tx_bio5 0.6676 AUC with only tx_bio6 0.7746 AUC with only tx_bio7 0.7187 AUC with only tx_cti 0.83 AUC with only tx_slope 0.5369 Entropy 6.9069 Prevalence (average of logistic output over background sites) 0.0482 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0078 Fixed cumulative value 1 area 0.4296 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.019 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.039 Fixed cumulative value 5 area 0.218 Fixed cumulative value 5 training omission 0.0029 Fixed cumulative value 5 test omission 0.0573 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.086 Fixed cumulative value 10 area 0.1374 Fixed cumulative value 10 training omission 0.0118 Fixed cumulative value 10 test omission 0.0961 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 8.3539 Minimum training presence logistic threshold 0.0732 Minimum training presence area 0.1792 Minimum training presence training omission 0 Minimum training presence test omission 0.0785 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 37.8524 10 percentile training presence logistic threshold 0.4265 10 percentile training presence area 0.0298 10 percentile training presence training omission 0.0881 10 percentile training presence test omission 0.2956 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 26.9276 Equal training sensitivity and specificity logistic threshold 0.2864 Equal training sensitivity and specificity area 0.0493 Equal training sensitivity and specificity training omission 0.049 Equal training sensitivity and specificity test omission 0.2163 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 25.3646 Maximum training sensitivity plus specificity logistic threshold 0.266 Maximum training sensitivity plus specificity area 0.055 Maximum training sensitivity plus specificity training omission 0.0292 Maximum training sensitivity plus specificity test omission 0.1974 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 13.1541 Equal test sensitivity and specificity logistic threshold 0.1194 Equal test sensitivity and specificity area 0.1139 Equal test sensitivity and specificity training omission 0.0176 Equal test sensitivity and specificity test omission 0.1137 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 16.3851 Maximum test sensitivity plus specificity logistic threshold 0.157 Maximum test sensitivity plus specificity area 0.0955 Maximum test sensitivity plus specificity training omission 0.0203 Maximum test sensitivity plus specificity test omission 0.1022 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 4.73 Balance training omission, predicted area and threshold value logistic threshold 0.0366 Balance training omission, predicted area and threshold value area 0.2259 Balance training omission, predicted area and threshold value training omission 0.0001 Balance training omission, predicted area and threshold value test omission 0.0525 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 14.3294 Equate entropy of thresholded and original distributions logistic threshold 0.1308 Equate entropy of thresholded and original distributions area 0.1006 Equate entropy of thresholded and original distributions training omission 0.0163 Equate entropy of thresholded and original distributions test omission 0.1237 Equate entropy of thresholded and original distributions binomial probability 0