Species Ictalurus_punctatus (average) total records 285 #Training samples 171 Regularized training gain 2.146 Unregularized training gain 2.6015 Iterations 500 Training AUC 0.9808 #Test samples 114 Test gain 2.3867 Test AUC 0.9452 AUC Standard Deviation 0.0108 AUCdiff 0.0362969 #Background points 10169.7 basin.1 contribution 4.296 huc contribution 15.0813 nhd_cumdr contribution 2.7771 nhd_maflowu contribution 20.4447 nhd_mavelu contribution 8.0186 tx_alt contribution 11.8297 tx_aspect contribution 1.0251 tx_bio1 contribution 6.0743 tx_bio12 contribution 0.1828 tx_bio13 contribution 0.1534 tx_bio14 contribution 0.514 tx_bio15 contribution 0.1369 tx_bio16 contribution 0.221 tx_bio17 contribution 0.2329 tx_bio18 contribution 0.3446 tx_bio19 contribution 0.201 tx_bio2 contribution 0.3655 tx_bio3 contribution 0.4094 tx_bio4 contribution 2.2013 tx_bio5 contribution 0.7261 tx_bio6 contribution 1.4188 tx_bio7 contribution 0.4994 tx_cti contribution 22.4792 tx_slope contribution 0.3668 Training gain without basin.1 2.1285 Training gain without huc 1.9626 Training gain without nhd_cumdr 2.1234 Training gain without nhd_maflowu 2.1322 Training gain without nhd_mavelu 2.1337 Training gain without tx_alt 2.107 Training gain without tx_aspect 2.1231 Training gain without tx_bio1 2.1432 Training gain without tx_bio12 2.1466 Training gain without tx_bio13 2.146 Training gain without tx_bio14 2.143 Training gain without tx_bio15 2.1458 Training gain without tx_bio16 2.1463 Training gain without tx_bio17 2.1467 Training gain without tx_bio18 2.1436 Training gain without tx_bio19 2.1458 Training gain without tx_bio2 2.1452 Training gain without tx_bio3 2.1459 Training gain without tx_bio4 2.14 Training gain without tx_bio5 2.1447 Training gain without tx_bio6 2.1438 Training gain without tx_bio7 2.1457 Training gain without tx_cti 1.8989 Training gain without tx_slope 2.1354 Training gain with only basin.1 0.268 Training gain with only huc 0.9197 Training gain with only nhd_cumdr 0.6119 Training gain with only nhd_maflowu 0.8102 Training gain with only nhd_mavelu 0.5852 Training gain with only tx_alt 0.3834 Training gain with only tx_aspect 0.034 Training gain with only tx_bio1 0.4428 Training gain with only tx_bio12 0.2105 Training gain with only tx_bio13 0.1164 Training gain with only tx_bio14 0.2368 Training gain with only tx_bio15 0.2029 Training gain with only tx_bio16 0.1371 Training gain with only tx_bio17 0.2186 Training gain with only tx_bio18 0.1036 Training gain with only tx_bio19 0.2414 Training gain with only tx_bio2 0.1917 Training gain with only tx_bio3 0.142 Training gain with only tx_bio4 0.1915 Training gain with only tx_bio5 0.1656 Training gain with only tx_bio6 0.3586 Training gain with only tx_bio7 0.1948 Training gain with only tx_cti 0.903 Training gain with only tx_slope 0.0234 Test gain without basin.1 2.3796 Test gain without huc 2.2072 Test gain without nhd_cumdr 2.3571 Test gain without nhd_maflowu 2.3769 Test gain without nhd_mavelu 2.3797 Test gain without tx_alt 2.3281 Test gain without tx_aspect 2.3684 Test gain without tx_bio1 2.3898 Test gain without tx_bio12 2.3857 Test gain without tx_bio13 2.3866 Test gain without tx_bio14 2.382 Test gain without tx_bio15 2.3884 Test gain without tx_bio16 2.3877 Test gain without tx_bio17 2.3881 Test gain without tx_bio18 2.3853 Test gain without tx_bio19 2.3881 Test gain without tx_bio2 2.3825 Test gain without tx_bio3 2.388 Test gain without tx_bio4 2.3712 Test gain without tx_bio5 2.3857 Test gain without tx_bio6 2.3862 Test gain without tx_bio7 2.3866 Test gain without tx_cti 2.0345 Test gain without tx_slope 2.3839 Test gain with only basin.1 0.2337 Test gain with only huc 0.7706 Test gain with only nhd_cumdr 0.6741 Test gain with only nhd_maflowu 0.8672 Test gain with only nhd_mavelu 0.6196 Test gain with only tx_alt 0.4028 Test gain with only tx_aspect 0.0182 Test gain with only tx_bio1 0.4449 Test gain with only tx_bio12 0.2506 Test gain with only tx_bio13 0.1343 Test gain with only tx_bio14 0.2578 Test gain with only tx_bio15 0.2206 Test gain with only tx_bio16 0.1704 Test gain with only tx_bio17 0.2582 Test gain with only tx_bio18 0.1163 Test gain with only tx_bio19 0.2782 Test gain with only tx_bio2 0.2011 Test gain with only tx_bio3 0.1459 Test gain with only tx_bio4 0.181 Test gain with only tx_bio5 0.184 Test gain with only tx_bio6 0.3398 Test gain with only tx_bio7 0.1795 Test gain with only tx_cti 0.8907 Test gain with only tx_slope 0.017 AUC without basin.1 0.9452 AUC without huc 0.9361 AUC without nhd_cumdr 0.9449 AUC without nhd_maflowu 0.9448 AUC without nhd_mavelu 0.9452 AUC without tx_alt 0.942 AUC without tx_aspect 0.9446 AUC without tx_bio1 0.9452 AUC without tx_bio12 0.9451 AUC without tx_bio13 0.9452 AUC without tx_bio14 0.9451 AUC without tx_bio15 0.9454 AUC without tx_bio16 0.9452 AUC without tx_bio17 0.9454 AUC without tx_bio18 0.9452 AUC without tx_bio19 0.9453 AUC without tx_bio2 0.945 AUC without tx_bio3 0.9454 AUC without tx_bio4 0.9445 AUC without tx_bio5 0.9452 AUC without tx_bio6 0.9453 AUC without tx_bio7 0.9454 AUC without tx_cti 0.9299 AUC without tx_slope 0.9455 AUC with only basin.1 0.6778 AUC with only huc 0.8201 AUC with only nhd_cumdr 0.7944 AUC with only nhd_maflowu 0.8172 AUC with only nhd_mavelu 0.7865 AUC with only tx_alt 0.7384 AUC with only tx_aspect 0.556 AUC with only tx_bio1 0.7565 AUC with only tx_bio12 0.6797 AUC with only tx_bio13 0.6372 AUC with only tx_bio14 0.6882 AUC with only tx_bio15 0.6837 AUC with only tx_bio16 0.6399 AUC with only tx_bio17 0.69 AUC with only tx_bio18 0.6103 AUC with only tx_bio19 0.6851 AUC with only tx_bio2 0.6656 AUC with only tx_bio3 0.6418 AUC with only tx_bio4 0.6703 AUC with only tx_bio5 0.6615 AUC with only tx_bio6 0.7237 AUC with only tx_bio7 0.6642 AUC with only tx_cti 0.8183 AUC with only tx_slope 0.4556 Entropy 7.4526 Prevalence (average of logistic output over background sites) 0.0836 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0136 Fixed cumulative value 1 area 0.6141 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.011 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0465 Fixed cumulative value 5 area 0.3651 Fixed cumulative value 5 training omission 0.0013 Fixed cumulative value 5 test omission 0.0328 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.0898 Fixed cumulative value 10 area 0.2415 Fixed cumulative value 10 training omission 0.0069 Fixed cumulative value 10 test omission 0.0613 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 8.0829 Minimum training presence logistic threshold 0.0736 Minimum training presence area 0.2968 Minimum training presence training omission 0 Minimum training presence test omission 0.0488 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 38.6787 10 percentile training presence logistic threshold 0.4215 10 percentile training presence area 0.0493 10 percentile training presence training omission 0.0985 10 percentile training presence test omission 0.2389 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 31.6511 Equal training sensitivity and specificity logistic threshold 0.331 Equal training sensitivity and specificity area 0.0691 Equal training sensitivity and specificity training omission 0.0692 Equal training sensitivity and specificity test omission 0.1868 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 30.955 Maximum training sensitivity plus specificity logistic threshold 0.3223 Maximum training sensitivity plus specificity area 0.0737 Maximum training sensitivity plus specificity training omission 0.0529 Maximum training sensitivity plus specificity test omission 0.1777 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 21.3657 Equal test sensitivity and specificity logistic threshold 0.2068 Equal test sensitivity and specificity area 0.1203 Equal test sensitivity and specificity training omission 0.0334 Equal test sensitivity and specificity test omission 0.12 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 24.0631 Maximum test sensitivity plus specificity logistic threshold 0.2391 Maximum test sensitivity plus specificity area 0.1077 Maximum test sensitivity plus specificity training omission 0.0398 Maximum test sensitivity plus specificity test omission 0.1134 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 6.6835 Balance training omission, predicted area and threshold value logistic threshold 0.0606 Balance training omission, predicted area and threshold value area 0.3149 Balance training omission, predicted area and threshold value training omission 0.0006 Balance training omission, predicted area and threshold value test omission 0.0416 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 14.9751 Equate entropy of thresholded and original distributions logistic threshold 0.1377 Equate entropy of thresholded and original distributions area 0.173 Equate entropy of thresholded and original distributions training omission 0.0164 Equate entropy of thresholded and original distributions test omission 0.0866 Equate entropy of thresholded and original distributions binomial probability 0