Species Etheostoma_asprigene (average) total records 34 #Training samples 21 Regularized training gain 4.5076 Unregularized training gain 5.093 Iterations 498.2 Training AUC 0.999 #Test samples 13 Test gain 4.9347 Test AUC 0.995 AUC Standard Deviation 0.0024 AUCdiff 0.004004004 #Background points 10021 basin.1 contribution 7.9762 huc contribution 13.6891 nhd_cumdr contribution 0.8543 nhd_maflowu contribution 38.5061 nhd_mavelu contribution 0.1103 tx_alt contribution 0.4781 tx_aspect contribution 0.4112 tx_bio1 contribution 0.0004 tx_bio12 contribution 1.7312 tx_bio13 contribution 0.0125 tx_bio14 contribution 1.9008 tx_bio15 contribution 26.4617 tx_bio16 contribution 0.2821 tx_bio17 contribution 0.9504 tx_bio18 contribution 0.0506 tx_bio19 contribution 4.1177 tx_bio2 contribution 0.0085 tx_bio3 contribution 0.0002 tx_bio4 contribution 0.0001 tx_bio5 contribution 0.0421 tx_bio6 contribution 0.3117 tx_bio7 contribution 0 tx_cti contribution 1.9623 tx_slope contribution 0.1422 Training gain without basin.1 4.4932 Training gain without huc 4.3689 Training gain without nhd_cumdr 4.4691 Training gain without nhd_maflowu 4.4874 Training gain without nhd_mavelu 4.4979 Training gain without tx_alt 4.4947 Training gain without tx_aspect 4.4925 Training gain without tx_bio1 4.5073 Training gain without tx_bio12 4.507 Training gain without tx_bio13 4.5073 Training gain without tx_bio14 4.4933 Training gain without tx_bio15 4.4917 Training gain without tx_bio16 4.5067 Training gain without tx_bio17 4.506 Training gain without tx_bio18 4.507 Training gain without tx_bio19 4.507 Training gain without tx_bio2 4.5071 Training gain without tx_bio3 4.5075 Training gain without tx_bio4 4.5075 Training gain without tx_bio5 4.503 Training gain without tx_bio6 4.4941 Training gain without tx_bio7 4.5071 Training gain without tx_cti 4.4427 Training gain without tx_slope 4.5036 Training gain with only basin.1 2.0877 Training gain with only huc 2.8472 Training gain with only nhd_cumdr 1.3521 Training gain with only nhd_maflowu 2.0929 Training gain with only nhd_mavelu 0.7141 Training gain with only tx_alt 1.5351 Training gain with only tx_aspect 0.0383 Training gain with only tx_bio1 0.3613 Training gain with only tx_bio12 2.031 Training gain with only tx_bio13 0.8901 Training gain with only tx_bio14 1.9777 Training gain with only tx_bio15 2.2797 Training gain with only tx_bio16 1.7397 Training gain with only tx_bio17 1.8792 Training gain with only tx_bio18 1.478 Training gain with only tx_bio19 2.2513 Training gain with only tx_bio2 0.6524 Training gain with only tx_bio3 0.1584 Training gain with only tx_bio4 0.2238 Training gain with only tx_bio5 0.5068 Training gain with only tx_bio6 0.6166 Training gain with only tx_bio7 0.4961 Training gain with only tx_cti 0.8221 Training gain with only tx_slope 0.054 Test gain without basin.1 4.9566 Test gain without huc 4.8002 Test gain without nhd_cumdr 4.89 Test gain without nhd_maflowu 4.9285 Test gain without nhd_mavelu 4.9139 Test gain without tx_alt 4.9211 Test gain without tx_aspect 4.9026 Test gain without tx_bio1 4.9349 Test gain without tx_bio12 4.9363 Test gain without tx_bio13 4.9345 Test gain without tx_bio14 4.8892 Test gain without tx_bio15 4.9382 Test gain without tx_bio16 4.9352 Test gain without tx_bio17 4.9277 Test gain without tx_bio18 4.9364 Test gain without tx_bio19 4.9373 Test gain without tx_bio2 4.9378 Test gain without tx_bio3 4.9373 Test gain without tx_bio4 4.937 Test gain without tx_bio5 4.9308 Test gain without tx_bio6 4.9113 Test gain without tx_bio7 4.9345 Test gain without tx_cti 4.8293 Test gain without tx_slope 4.9925 Test gain with only basin.1 2.2996 Test gain with only huc 2.7363 Test gain with only nhd_cumdr 1.469 Test gain with only nhd_maflowu 2.1537 Test gain with only nhd_mavelu 0.7931 Test gain with only tx_alt 1.5982 Test gain with only tx_aspect -0.0003 Test gain with only tx_bio1 0.5754 Test gain with only tx_bio12 2.1459 Test gain with only tx_bio13 1.0192 Test gain with only tx_bio14 2.1162 Test gain with only tx_bio15 2.3306 Test gain with only tx_bio16 1.8618 Test gain with only tx_bio17 1.969 Test gain with only tx_bio18 1.6832 Test gain with only tx_bio19 2.3856 Test gain with only tx_bio2 0.8752 Test gain with only tx_bio3 0.2448 Test gain with only tx_bio4 0.3405 Test gain with only tx_bio5 0.8837 Test gain with only tx_bio6 0.7952 Test gain with only tx_bio7 0.678 Test gain with only tx_cti 0.8444 Test gain with only tx_slope -0.0884 AUC without basin.1 0.9954 AUC without huc 0.9951 AUC without nhd_cumdr 0.9949 AUC without nhd_maflowu 0.9949 AUC without nhd_mavelu 0.995 AUC without tx_alt 0.995 AUC without tx_aspect 0.995 AUC without tx_bio1 0.995 AUC without tx_bio12 0.9951 AUC without tx_bio13 0.9951 AUC without tx_bio14 0.9951 AUC without tx_bio15 0.9949 AUC without tx_bio16 0.9951 AUC without tx_bio17 0.9949 AUC without tx_bio18 0.9951 AUC without tx_bio19 0.9951 AUC without tx_bio2 0.9951 AUC without tx_bio3 0.9951 AUC without tx_bio4 0.9951 AUC without tx_bio5 0.995 AUC without tx_bio6 0.9948 AUC without tx_bio7 0.995 AUC without tx_cti 0.9942 AUC without tx_slope 0.9956 AUC with only basin.1 0.9497 AUC with only huc 0.9217 AUC with only nhd_cumdr 0.9009 AUC with only nhd_maflowu 0.9568 AUC with only nhd_mavelu 0.8273 AUC with only tx_alt 0.9206 AUC with only tx_aspect 0.5468 AUC with only tx_bio1 0.7982 AUC with only tx_bio12 0.9551 AUC with only tx_bio13 0.8541 AUC with only tx_bio14 0.9502 AUC with only tx_bio15 0.9606 AUC with only tx_bio16 0.9418 AUC with only tx_bio17 0.9489 AUC with only tx_bio18 0.9268 AUC with only tx_bio19 0.9674 AUC with only tx_bio2 0.8471 AUC with only tx_bio3 0.6751 AUC with only tx_bio4 0.7185 AUC with only tx_bio5 0.8729 AUC with only tx_bio6 0.8299 AUC with only tx_bio7 0.8037 AUC with only tx_cti 0.8167 AUC with only tx_slope 0.5236 Entropy 5.0336 Prevalence (average of logistic output over background sites) 0.0073 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0046 Fixed cumulative value 1 area 0.0817 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.0092 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0352 Fixed cumulative value 5 area 0.035 Fixed cumulative value 5 training omission 0 Fixed cumulative value 5 test omission 0.0377 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.0846 Fixed cumulative value 10 area 0.0212 Fixed cumulative value 10 training omission 0.001 Fixed cumulative value 10 test omission 0.0677 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 27.3125 Minimum training presence logistic threshold 0.296 Minimum training presence area 0.009 Minimum training presence training omission 0 Minimum training presence test omission 0.1385 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 57.2444 10 percentile training presence logistic threshold 0.6542 10 percentile training presence area 0.0019 10 percentile training presence training omission 0.089 10 percentile training presence test omission 0.3192 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 27.3095 Equal training sensitivity and specificity logistic threshold 0.2959 Equal training sensitivity and specificity area 0.009 Equal training sensitivity and specificity training omission 0.0005 Equal training sensitivity and specificity test omission 0.1377 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 27.3091 Maximum training sensitivity plus specificity logistic threshold 0.2959 Maximum training sensitivity plus specificity area 0.009 Maximum training sensitivity plus specificity training omission 0 Maximum training sensitivity plus specificity test omission 0.1369 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 13.0295 Equal test sensitivity and specificity logistic threshold 0.1264 Equal test sensitivity and specificity area 0.0272 Equal test sensitivity and specificity training omission 0.0062 Equal test sensitivity and specificity test omission 0.0177 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 13.0113 Maximum test sensitivity plus specificity logistic threshold 0.1263 Maximum test sensitivity plus specificity area 0.0277 Maximum test sensitivity plus specificity training omission 0.0062 Maximum test sensitivity plus specificity test omission 0 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 1.3166 Balance training omission, predicted area and threshold value logistic threshold 0.0062 Balance training omission, predicted area and threshold value area 0.0713 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.01 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 13.8834 Equate entropy of thresholded and original distributions logistic threshold 0.125 Equate entropy of thresholded and original distributions area 0.0156 Equate entropy of thresholded and original distributions training omission 0.0057 Equate entropy of thresholded and original distributions test omission 0.0838 Equate entropy of thresholded and original distributions binomial probability 0