Species Lepomis_miniatus (average) total records 156 #Training samples 94 Regularized training gain 2.6571 Unregularized training gain 3.1694 Iterations 500 Training AUC 0.9893 #Test samples 62 Test gain 2.8973 Test AUC 0.9696 AUC Standard Deviation 0.0074 AUCdiff 0.01991307 #Background points 10093.39 basin.1 contribution 4.3367 huc contribution 17.2206 nhd_cumdr contribution 0.6484 nhd_maflowu contribution 14.0787 nhd_mavelu contribution 3.8211 tx_alt contribution 0.2966 tx_aspect contribution 0.8673 tx_bio1 contribution 0.6945 tx_bio12 contribution 1.1553 tx_bio13 contribution 0.1071 tx_bio14 contribution 5.2129 tx_bio15 contribution 4.7622 tx_bio16 contribution 0.4743 tx_bio17 contribution 2.7244 tx_bio18 contribution 0.2365 tx_bio19 contribution 2.8428 tx_bio2 contribution 0.6523 tx_bio3 contribution 0.5993 tx_bio4 contribution 7.8246 tx_bio5 contribution 0.5667 tx_bio6 contribution 3.5975 tx_bio7 contribution 17.2622 tx_cti contribution 9.7934 tx_slope contribution 0.2248 Training gain without basin.1 2.6421 Training gain without huc 2.4783 Training gain without nhd_cumdr 2.6466 Training gain without nhd_maflowu 2.633 Training gain without nhd_mavelu 2.637 Training gain without tx_alt 2.6486 Training gain without tx_aspect 2.636 Training gain without tx_bio1 2.6561 Training gain without tx_bio12 2.6564 Training gain without tx_bio13 2.6563 Training gain without tx_bio14 2.6541 Training gain without tx_bio15 2.6483 Training gain without tx_bio16 2.6557 Training gain without tx_bio17 2.6541 Training gain without tx_bio18 2.6557 Training gain without tx_bio19 2.6535 Training gain without tx_bio2 2.6554 Training gain without tx_bio3 2.6556 Training gain without tx_bio4 2.6249 Training gain without tx_bio5 2.6552 Training gain without tx_bio6 2.6507 Training gain without tx_bio7 2.6484 Training gain without tx_cti 2.4703 Training gain without tx_slope 2.6432 Training gain with only basin.1 0.8129 Training gain with only huc 1.7347 Training gain with only nhd_cumdr 0.223 Training gain with only nhd_maflowu 0.7423 Training gain with only nhd_mavelu 0.2672 Training gain with only tx_alt 0.6884 Training gain with only tx_aspect 0.0676 Training gain with only tx_bio1 0.7766 Training gain with only tx_bio12 0.8804 Training gain with only tx_bio13 0.5584 Training gain with only tx_bio14 1.0226 Training gain with only tx_bio15 0.8855 Training gain with only tx_bio16 0.7041 Training gain with only tx_bio17 1.0207 Training gain with only tx_bio18 0.608 Training gain with only tx_bio19 1.0048 Training gain with only tx_bio2 0.6602 Training gain with only tx_bio3 0.2753 Training gain with only tx_bio4 0.8032 Training gain with only tx_bio5 0.2769 Training gain with only tx_bio6 1.1054 Training gain with only tx_bio7 0.9342 Training gain with only tx_cti 0.5722 Training gain with only tx_slope 0.033 Test gain without basin.1 2.8963 Test gain without huc 2.7388 Test gain without nhd_cumdr 2.8772 Test gain without nhd_maflowu 2.896 Test gain without nhd_mavelu 2.8732 Test gain without tx_alt 2.8822 Test gain without tx_aspect 2.8772 Test gain without tx_bio1 2.8954 Test gain without tx_bio12 2.8953 Test gain without tx_bio13 2.8942 Test gain without tx_bio14 2.8935 Test gain without tx_bio15 2.8791 Test gain without tx_bio16 2.8949 Test gain without tx_bio17 2.8925 Test gain without tx_bio18 2.8936 Test gain without tx_bio19 2.8938 Test gain without tx_bio2 2.8952 Test gain without tx_bio3 2.8937 Test gain without tx_bio4 2.8388 Test gain without tx_bio5 2.8936 Test gain without tx_bio6 2.8949 Test gain without tx_bio7 2.8904 Test gain without tx_cti 2.6193 Test gain without tx_slope 2.8919 Test gain with only basin.1 0.8721 Test gain with only huc 1.7384 Test gain with only nhd_cumdr 0.2322 Test gain with only nhd_maflowu 0.7593 Test gain with only nhd_mavelu 0.2612 Test gain with only tx_alt 0.7137 Test gain with only tx_aspect 0.0439 Test gain with only tx_bio1 0.8411 Test gain with only tx_bio12 0.9779 Test gain with only tx_bio13 0.6297 Test gain with only tx_bio14 1.104 Test gain with only tx_bio15 0.9715 Test gain with only tx_bio16 0.7598 Test gain with only tx_bio17 1.1497 Test gain with only tx_bio18 0.6437 Test gain with only tx_bio19 1.1458 Test gain with only tx_bio2 0.6932 Test gain with only tx_bio3 0.3238 Test gain with only tx_bio4 0.8508 Test gain with only tx_bio5 0.3686 Test gain with only tx_bio6 1.158 Test gain with only tx_bio7 0.9714 Test gain with only tx_cti 0.5756 Test gain with only tx_slope 0.0284 AUC without basin.1 0.9694 AUC without huc 0.9674 AUC without nhd_cumdr 0.9691 AUC without nhd_maflowu 0.9695 AUC without nhd_mavelu 0.9695 AUC without tx_alt 0.9692 AUC without tx_aspect 0.9692 AUC without tx_bio1 0.9697 AUC without tx_bio12 0.9695 AUC without tx_bio13 0.9694 AUC without tx_bio14 0.9694 AUC without tx_bio15 0.969 AUC without tx_bio16 0.9696 AUC without tx_bio17 0.9694 AUC without tx_bio18 0.9695 AUC without tx_bio19 0.9697 AUC without tx_bio2 0.9693 AUC without tx_bio3 0.9695 AUC without tx_bio4 0.9679 AUC without tx_bio5 0.9695 AUC without tx_bio6 0.9694 AUC without tx_bio7 0.9695 AUC without tx_cti 0.9615 AUC without tx_slope 0.9694 AUC with only basin.1 0.8246 AUC with only huc 0.909 AUC with only nhd_cumdr 0.6719 AUC with only nhd_maflowu 0.8248 AUC with only nhd_mavelu 0.6989 AUC with only tx_alt 0.8085 AUC with only tx_aspect 0.571 AUC with only tx_bio1 0.8379 AUC with only tx_bio12 0.8455 AUC with only tx_bio13 0.7849 AUC with only tx_bio14 0.8642 AUC with only tx_bio15 0.8601 AUC with only tx_bio16 0.8089 AUC with only tx_bio17 0.8626 AUC with only tx_bio18 0.7772 AUC with only tx_bio19 0.8625 AUC with only tx_bio2 0.8082 AUC with only tx_bio3 0.6969 AUC with only tx_bio4 0.839 AUC with only tx_bio5 0.7245 AUC with only tx_bio6 0.8838 AUC with only tx_bio7 0.8575 AUC with only tx_cti 0.7793 AUC with only tx_slope 0.33 Entropy 6.8569 Prevalence (average of logistic output over background sites) 0.0459 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0073 Fixed cumulative value 1 area 0.3525 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.0056 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0507 Fixed cumulative value 5 area 0.1703 Fixed cumulative value 5 training omission 0.003 Fixed cumulative value 5 test omission 0.0321 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.112 Fixed cumulative value 10 area 0.1129 Fixed cumulative value 10 training omission 0.0085 Fixed cumulative value 10 test omission 0.0689 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 9.4043 Minimum training presence logistic threshold 0.1046 Minimum training presence area 0.1361 Minimum training presence training omission 0 Minimum training presence test omission 0.0576 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 37.7278 10 percentile training presence logistic threshold 0.4326 10 percentile training presence area 0.0298 10 percentile training presence training omission 0.0947 10 percentile training presence test omission 0.2663 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 25.4568 Equal training sensitivity and specificity logistic threshold 0.296 Equal training sensitivity and specificity area 0.0502 Equal training sensitivity and specificity training omission 0.0504 Equal training sensitivity and specificity test omission 0.1821 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 23.6143 Maximum training sensitivity plus specificity logistic threshold 0.273 Maximum training sensitivity plus specificity area 0.0562 Maximum training sensitivity plus specificity training omission 0.0255 Maximum training sensitivity plus specificity test omission 0.156 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 14.1619 Equal test sensitivity and specificity logistic threshold 0.1615 Equal test sensitivity and specificity area 0.0898 Equal test sensitivity and specificity training omission 0.0153 Equal test sensitivity and specificity test omission 0.0892 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 13.6597 Maximum test sensitivity plus specificity logistic threshold 0.1549 Maximum test sensitivity plus specificity area 0.0979 Maximum test sensitivity plus specificity training omission 0.0147 Maximum test sensitivity plus specificity test omission 0.0569 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 3.6921 Balance training omission, predicted area and threshold value logistic threshold 0.0348 Balance training omission, predicted area and threshold value area 0.1996 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.0211 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 12.6254 Equate entropy of thresholded and original distributions logistic threshold 0.1436 Equate entropy of thresholded and original distributions area 0.0956 Equate entropy of thresholded and original distributions training omission 0.0135 Equate entropy of thresholded and original distributions test omission 0.0887 Equate entropy of thresholded and original distributions binomial probability 0