Species Etheostoma_histrio (average) total records 22 #Training samples 14 Regularized training gain 4.0382 Unregularized training gain 4.6965 Iterations 478.8 Training AUC 0.9979 #Test samples 8 Test gain 4.1075 Test AUC 0.9929 AUC Standard Deviation 0.0031 AUCdiff 0.005010522 #Background points 10014 basin.1 contribution 12.9515 huc contribution 12.581 nhd_cumdr contribution 0.2965 nhd_maflowu contribution 1.8392 nhd_mavelu contribution 3.4427 tx_alt contribution 2.095 tx_aspect contribution 0.4751 tx_bio1 contribution 0 tx_bio12 contribution 3.9094 tx_bio13 contribution 0.0466 tx_bio14 contribution 8.7417 tx_bio15 contribution 3.2124 tx_bio16 contribution 0.7172 tx_bio17 contribution 4.7046 tx_bio18 contribution 0.6701 tx_bio19 contribution 35.7459 tx_bio2 contribution 0.0974 tx_bio3 contribution 0.0039 tx_bio4 contribution 0 tx_bio5 contribution 0 tx_bio6 contribution 0.6171 tx_bio7 contribution 0 tx_cti contribution 7.5821 tx_slope contribution 0.2708 Training gain without basin.1 4.0125 Training gain without huc 3.918 Training gain without nhd_cumdr 4.0304 Training gain without nhd_maflowu 4.0385 Training gain without nhd_mavelu 3.8927 Training gain without tx_alt 3.9353 Training gain without tx_aspect 4.0268 Training gain without tx_bio1 4.0387 Training gain without tx_bio12 4.0385 Training gain without tx_bio13 4.0382 Training gain without tx_bio14 4.0383 Training gain without tx_bio15 4.0093 Training gain without tx_bio16 4.0385 Training gain without tx_bio17 4.0388 Training gain without tx_bio18 4.0384 Training gain without tx_bio19 4.0266 Training gain without tx_bio2 4.0366 Training gain without tx_bio3 4.0382 Training gain without tx_bio4 4.0384 Training gain without tx_bio5 4.0384 Training gain without tx_bio6 4.0306 Training gain without tx_bio7 4.0382 Training gain without tx_cti 3.8932 Training gain without tx_slope 4.0316 Training gain with only basin.1 2.0742 Training gain with only huc 2.5084 Training gain with only nhd_cumdr 0.446 Training gain with only nhd_maflowu 0.5594 Training gain with only nhd_mavelu 0.3268 Training gain with only tx_alt 1.6806 Training gain with only tx_aspect 0.0148 Training gain with only tx_bio1 0.0412 Training gain with only tx_bio12 2.4882 Training gain with only tx_bio13 1.0884 Training gain with only tx_bio14 2.4574 Training gain with only tx_bio15 2.5176 Training gain with only tx_bio16 1.9237 Training gain with only tx_bio17 2.5223 Training gain with only tx_bio18 1.5277 Training gain with only tx_bio19 2.7539 Training gain with only tx_bio2 0.2587 Training gain with only tx_bio3 0.0035 Training gain with only tx_bio4 0.2215 Training gain with only tx_bio5 0.1901 Training gain with only tx_bio6 0.774 Training gain with only tx_bio7 0.3556 Training gain with only tx_cti 0.8341 Training gain with only tx_slope 0.107 Test gain without basin.1 4.1252 Test gain without huc 4.0833 Test gain without nhd_cumdr 4.0904 Test gain without nhd_maflowu 4.105 Test gain without nhd_mavelu 3.9124 Test gain without tx_alt 3.9684 Test gain without tx_aspect 4.1214 Test gain without tx_bio1 4.1063 Test gain without tx_bio12 4.1028 Test gain without tx_bio13 4.1086 Test gain without tx_bio14 4.1058 Test gain without tx_bio15 4.1197 Test gain without tx_bio16 4.1053 Test gain without tx_bio17 4.1077 Test gain without tx_bio18 4.1067 Test gain without tx_bio19 4.1018 Test gain without tx_bio2 4.1123 Test gain without tx_bio3 4.1053 Test gain without tx_bio4 4.1063 Test gain without tx_bio5 4.1063 Test gain without tx_bio6 4.0853 Test gain without tx_bio7 4.1076 Test gain without tx_cti 4.0058 Test gain without tx_slope 4.0985 Test gain with only basin.1 2.2802 Test gain with only huc 2.5381 Test gain with only nhd_cumdr 0.7577 Test gain with only nhd_maflowu 0.8632 Test gain with only nhd_mavelu 0.3776 Test gain with only tx_alt 1.7681 Test gain with only tx_aspect -0.0097 Test gain with only tx_bio1 0.0496 Test gain with only tx_bio12 2.6444 Test gain with only tx_bio13 1.1941 Test gain with only tx_bio14 2.625 Test gain with only tx_bio15 2.5457 Test gain with only tx_bio16 2.0605 Test gain with only tx_bio17 2.6776 Test gain with only tx_bio18 1.6965 Test gain with only tx_bio19 2.8903 Test gain with only tx_bio2 0.3007 Test gain with only tx_bio3 -0.0037 Test gain with only tx_bio4 0.2591 Test gain with only tx_bio5 0.209 Test gain with only tx_bio6 1.0894 Test gain with only tx_bio7 0.4012 Test gain with only tx_cti 0.8889 Test gain with only tx_slope 0.1078 AUC without basin.1 0.9932 AUC without huc 0.9933 AUC without nhd_cumdr 0.9927 AUC without nhd_maflowu 0.9928 AUC without nhd_mavelu 0.9916 AUC without tx_alt 0.9915 AUC without tx_aspect 0.9932 AUC without tx_bio1 0.9928 AUC without tx_bio12 0.9928 AUC without tx_bio13 0.9929 AUC without tx_bio14 0.9928 AUC without tx_bio15 0.993 AUC without tx_bio16 0.9928 AUC without tx_bio17 0.9929 AUC without tx_bio18 0.9928 AUC without tx_bio19 0.9928 AUC without tx_bio2 0.9929 AUC without tx_bio3 0.9928 AUC without tx_bio4 0.9928 AUC without tx_bio5 0.9928 AUC without tx_bio6 0.9925 AUC without tx_bio7 0.9928 AUC without tx_cti 0.9922 AUC without tx_slope 0.9928 AUC with only basin.1 0.9495 AUC with only huc 0.9046 AUC with only nhd_cumdr 0.8722 AUC with only nhd_maflowu 0.9482 AUC with only nhd_mavelu 0.7915 AUC with only tx_alt 0.9287 AUC with only tx_aspect 0.5141 AUC with only tx_bio1 0.6553 AUC with only tx_bio12 0.9765 AUC with only tx_bio13 0.9187 AUC with only tx_bio14 0.9744 AUC with only tx_bio15 0.9685 AUC with only tx_bio16 0.9632 AUC with only tx_bio17 0.9754 AUC with only tx_bio18 0.9561 AUC with only tx_bio19 0.9822 AUC with only tx_bio2 0.7242 AUC with only tx_bio3 0.4958 AUC with only tx_bio4 0.7324 AUC with only tx_bio5 0.7627 AUC with only tx_bio6 0.891 AUC with only tx_bio7 0.8077 AUC with only tx_cti 0.8282 AUC with only tx_slope 0.5512 Entropy 5.3507 Prevalence (average of logistic output over background sites) 0.0106 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0091 Fixed cumulative value 1 area 0.0802 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.0012 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0505 Fixed cumulative value 5 area 0.043 Fixed cumulative value 5 training omission 0 Fixed cumulative value 5 test omission 0.025 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.1055 Fixed cumulative value 10 area 0.0294 Fixed cumulative value 10 training omission 0.0007 Fixed cumulative value 10 test omission 0.06 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 34.4174 Minimum training presence logistic threshold 0.3512 Minimum training presence area 0.0095 Minimum training presence training omission 0 Minimum training presence test omission 0.2225 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 45.0977 10 percentile training presence logistic threshold 0.4612 10 percentile training presence area 0.0055 10 percentile training presence training omission 0.0693 10 percentile training presence test omission 0.3375 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 34.4151 Equal training sensitivity and specificity logistic threshold 0.3511 Equal training sensitivity and specificity area 0.0095 Equal training sensitivity and specificity training omission 0 Equal training sensitivity and specificity test omission 0.2212 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 34.4151 Maximum training sensitivity plus specificity logistic threshold 0.3511 Maximum training sensitivity plus specificity area 0.0095 Maximum training sensitivity plus specificity training omission 0 Maximum training sensitivity plus specificity test omission 0.2212 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 17.3127 Equal test sensitivity and specificity logistic threshold 0.1732 Equal test sensitivity and specificity area 0.0262 Equal test sensitivity and specificity training omission 0.0114 Equal test sensitivity and specificity test omission 0.0025 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 17.3126 Maximum test sensitivity plus specificity logistic threshold 0.1732 Maximum test sensitivity plus specificity area 0.0262 Maximum test sensitivity plus specificity training omission 0.0114 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 0.9786 Balance training omission, predicted area and threshold value logistic threshold 0.0086 Balance training omission, predicted area and threshold value area 0.0802 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 15.2337 Equate entropy of thresholded and original distributions logistic threshold 0.1543 Equate entropy of thresholded and original distributions area 0.0216 Equate entropy of thresholded and original distributions training omission 0.0007 Equate entropy of thresholded and original distributions test omission 0.1162 Equate entropy of thresholded and original distributions binomial probability 0