Species Esox_americanus (average) total records 102 #Training samples 62 Regularized training gain 3.0172 Unregularized training gain 3.3965 Iterations 500 Training AUC 0.9904 #Test samples 40 Test gain 3.141 Test AUC 0.9793 AUC Standard Deviation 0.0057 AUCdiff 0.011207593 #Background points 10060.72 basin.1 contribution 2.0439 huc contribution 12.7047 nhd_cumdr contribution 0.5757 nhd_maflowu contribution 9.0636 nhd_mavelu contribution 0.0613 tx_alt contribution 1.3756 tx_aspect contribution 0.3032 tx_bio1 contribution 0.0061 tx_bio12 contribution 0.8911 tx_bio13 contribution 0.0112 tx_bio14 contribution 2.5289 tx_bio15 contribution 39.7176 tx_bio16 contribution 0.0574 tx_bio17 contribution 2.842 tx_bio18 contribution 0.0567 tx_bio19 contribution 17.5036 tx_bio2 contribution 1.1985 tx_bio3 contribution 0.0615 tx_bio4 contribution 0.1333 tx_bio5 contribution 0.0434 tx_bio6 contribution 0.1122 tx_bio7 contribution 0.5818 tx_cti contribution 7.9856 tx_slope contribution 0.1412 Training gain without basin.1 3.0149 Training gain without huc 2.8626 Training gain without nhd_cumdr 3.009 Training gain without nhd_maflowu 3.0121 Training gain without nhd_mavelu 3.015 Training gain without tx_alt 3.0039 Training gain without tx_aspect 3.0085 Training gain without tx_bio1 3.0176 Training gain without tx_bio12 3.0171 Training gain without tx_bio13 3.0171 Training gain without tx_bio14 3.0093 Training gain without tx_bio15 2.9984 Training gain without tx_bio16 3.0176 Training gain without tx_bio17 3.0133 Training gain without tx_bio18 3.0176 Training gain without tx_bio19 3.013 Training gain without tx_bio2 3.0161 Training gain without tx_bio3 3.0147 Training gain without tx_bio4 3.0171 Training gain without tx_bio5 3.0146 Training gain without tx_bio6 3.013 Training gain without tx_bio7 3.0182 Training gain without tx_cti 2.8222 Training gain without tx_slope 3.0115 Training gain with only basin.1 1.554 Training gain with only huc 2.1333 Training gain with only nhd_cumdr 0.1554 Training gain with only nhd_maflowu 0.6837 Training gain with only nhd_mavelu 0.0967 Training gain with only tx_alt 1.5841 Training gain with only tx_aspect 0.0385 Training gain with only tx_bio1 0.7069 Training gain with only tx_bio12 1.8718 Training gain with only tx_bio13 1.1365 Training gain with only tx_bio14 1.9255 Training gain with only tx_bio15 2.0333 Training gain with only tx_bio16 1.6006 Training gain with only tx_bio17 2.006 Training gain with only tx_bio18 1.3977 Training gain with only tx_bio19 2.0321 Training gain with only tx_bio2 0.7842 Training gain with only tx_bio3 0.21 Training gain with only tx_bio4 0.4817 Training gain with only tx_bio5 0.5289 Training gain with only tx_bio6 0.9747 Training gain with only tx_bio7 0.7855 Training gain with only tx_cti 0.5487 Training gain with only tx_slope 0.0889 Test gain without basin.1 3.1495 Test gain without huc 3.0342 Test gain without nhd_cumdr 3.1633 Test gain without nhd_maflowu 3.1407 Test gain without nhd_mavelu 3.1412 Test gain without tx_alt 3.1191 Test gain without tx_aspect 3.1385 Test gain without tx_bio1 3.1417 Test gain without tx_bio12 3.1375 Test gain without tx_bio13 3.1406 Test gain without tx_bio14 3.1211 Test gain without tx_bio15 3.122 Test gain without tx_bio16 3.1435 Test gain without tx_bio17 3.1382 Test gain without tx_bio18 3.1396 Test gain without tx_bio19 3.1412 Test gain without tx_bio2 3.146 Test gain without tx_bio3 3.1444 Test gain without tx_bio4 3.1444 Test gain without tx_bio5 3.1401 Test gain without tx_bio6 3.1476 Test gain without tx_bio7 3.1318 Test gain without tx_cti 2.8476 Test gain without tx_slope 3.1544 Test gain with only basin.1 1.69 Test gain with only huc 2.1919 Test gain with only nhd_cumdr 0.0577 Test gain with only nhd_maflowu 0.6567 Test gain with only nhd_mavelu 0.0834 Test gain with only tx_alt 1.6003 Test gain with only tx_aspect 0.0215 Test gain with only tx_bio1 0.8118 Test gain with only tx_bio12 1.9197 Test gain with only tx_bio13 1.2301 Test gain with only tx_bio14 1.9521 Test gain with only tx_bio15 2.0605 Test gain with only tx_bio16 1.6654 Test gain with only tx_bio17 2.0857 Test gain with only tx_bio18 1.4689 Test gain with only tx_bio19 2.0797 Test gain with only tx_bio2 0.9135 Test gain with only tx_bio3 0.2779 Test gain with only tx_bio4 0.5697 Test gain with only tx_bio5 0.7319 Test gain with only tx_bio6 1.0287 Test gain with only tx_bio7 0.8726 Test gain with only tx_cti 0.5661 Test gain with only tx_slope 0.0649 AUC without basin.1 0.9796 AUC without huc 0.9793 AUC without nhd_cumdr 0.9802 AUC without nhd_maflowu 0.9793 AUC without nhd_mavelu 0.9793 AUC without tx_alt 0.9787 AUC without tx_aspect 0.9794 AUC without tx_bio1 0.9794 AUC without tx_bio12 0.9793 AUC without tx_bio13 0.9793 AUC without tx_bio14 0.9791 AUC without tx_bio15 0.9785 AUC without tx_bio16 0.9795 AUC without tx_bio17 0.9794 AUC without tx_bio18 0.9792 AUC without tx_bio19 0.9794 AUC without tx_bio2 0.9794 AUC without tx_bio3 0.9794 AUC without tx_bio4 0.9794 AUC without tx_bio5 0.9793 AUC without tx_bio6 0.9796 AUC without tx_bio7 0.9792 AUC without tx_cti 0.9742 AUC without tx_slope 0.9798 AUC with only basin.1 0.9282 AUC with only huc 0.93 AUC with only nhd_cumdr 0.6347 AUC with only nhd_maflowu 0.8086 AUC with only nhd_mavelu 0.6251 AUC with only tx_alt 0.9243 AUC with only tx_aspect 0.5626 AUC with only tx_bio1 0.8358 AUC with only tx_bio12 0.9446 AUC with only tx_bio13 0.8871 AUC with only tx_bio14 0.9465 AUC with only tx_bio15 0.9495 AUC with only tx_bio16 0.928 AUC with only tx_bio17 0.9497 AUC with only tx_bio18 0.9167 AUC with only tx_bio19 0.9536 AUC with only tx_bio2 0.8373 AUC with only tx_bio3 0.6733 AUC with only tx_bio4 0.7871 AUC with only tx_bio5 0.8276 AUC with only tx_bio6 0.8696 AUC with only tx_bio7 0.8446 AUC with only tx_cti 0.7824 AUC with only tx_slope 0.5484 Entropy 6.3242 Prevalence (average of logistic output over background sites) 0.0273 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0159 Fixed cumulative value 1 area 0.1488 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.0147 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0692 Fixed cumulative value 5 area 0.0901 Fixed cumulative value 5 training omission 0.0094 Fixed cumulative value 5 test omission 0.0492 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.1306 Fixed cumulative value 10 area 0.0637 Fixed cumulative value 10 training omission 0.025 Fixed cumulative value 10 test omission 0.0902 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 6.6098 Minimum training presence logistic threshold 0.088 Minimum training presence area 0.0861 Minimum training presence training omission 0 Minimum training presence test omission 0.05 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 30.7986 10 percentile training presence logistic threshold 0.3584 10 percentile training presence area 0.0254 10 percentile training presence training omission 0.0942 10 percentile training presence test omission 0.2275 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 16.3106 Equal training sensitivity and specificity logistic threshold 0.2035 Equal training sensitivity and specificity area 0.0467 Equal training sensitivity and specificity training omission 0.047 Equal training sensitivity and specificity test omission 0.1345 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 14.1217 Maximum training sensitivity plus specificity logistic threshold 0.1765 Maximum training sensitivity plus specificity area 0.0548 Maximum training sensitivity plus specificity training omission 0.0164 Maximum training sensitivity plus specificity test omission 0.106 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 8.6582 Equal test sensitivity and specificity logistic threshold 0.1129 Equal test sensitivity and specificity area 0.0726 Equal test sensitivity and specificity training omission 0.0206 Equal test sensitivity and specificity test omission 0.0725 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 7.675 Maximum test sensitivity plus specificity logistic threshold 0.1002 Maximum test sensitivity plus specificity area 0.0822 Maximum test sensitivity plus specificity training omission 0.0145 Maximum test sensitivity plus specificity test omission 0.028 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 1.41 Balance training omission, predicted area and threshold value logistic threshold 0.0218 Balance training omission, predicted area and threshold value area 0.1365 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.0157 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 12.2117 Equate entropy of thresholded and original distributions logistic threshold 0.1561 Equate entropy of thresholded and original distributions area 0.0563 Equate entropy of thresholded and original distributions training omission 0.0329 Equate entropy of thresholded and original distributions test omission 0.108 Equate entropy of thresholded and original distributions binomial probability 0