Species Percina_shumardi (average) total records 23 #Training samples 14 Regularized training gain 3.7037 Unregularized training gain 4.7248 Iterations 416.6 Training AUC 0.9974 #Test samples 9 Test gain 4.0124 Test AUC 0.9808 AUC Standard Deviation 0.0103 AUCdiff 0.016643273 #Background points 10014 basin.1 contribution 26.7702 huc contribution 39.2699 nhd_cumdr contribution 2.6922 nhd_maflowu contribution 2.5398 nhd_mavelu contribution 6.2803 tx_alt contribution 8.5961 tx_aspect contribution 0.393 tx_bio1 contribution 0 tx_bio12 contribution 0.4702 tx_bio13 contribution 0.0318 tx_bio14 contribution 0.3127 tx_bio15 contribution 0.8999 tx_bio16 contribution 0.0507 tx_bio17 contribution 1.7593 tx_bio18 contribution 0.0622 tx_bio19 contribution 1.0165 tx_bio2 contribution 1.0817 tx_bio3 contribution 0.0009 tx_bio4 contribution 0.0003 tx_bio5 contribution 0.0051 tx_bio6 contribution 0.5312 tx_bio7 contribution 0 tx_cti contribution 6.8199 tx_slope contribution 0.4158 Training gain without basin.1 3.653 Training gain without huc 3.2558 Training gain without nhd_cumdr 3.6281 Training gain without nhd_maflowu 3.7039 Training gain without nhd_mavelu 3.4277 Training gain without tx_alt 3.4614 Training gain without tx_aspect 3.6946 Training gain without tx_bio1 3.7037 Training gain without tx_bio12 3.7039 Training gain without tx_bio13 3.7027 Training gain without tx_bio14 3.7039 Training gain without tx_bio15 3.7038 Training gain without tx_bio16 3.7038 Training gain without tx_bio17 3.7039 Training gain without tx_bio18 3.7036 Training gain without tx_bio19 3.7038 Training gain without tx_bio2 3.677 Training gain without tx_bio3 3.7036 Training gain without tx_bio4 3.7039 Training gain without tx_bio5 3.7037 Training gain without tx_bio6 3.6904 Training gain without tx_bio7 3.7039 Training gain without tx_cti 3.6033 Training gain without tx_slope 3.6971 Training gain with only basin.1 1.6517 Training gain with only huc 2.3328 Training gain with only nhd_cumdr 0.3564 Training gain with only nhd_maflowu 0.4051 Training gain with only nhd_mavelu 0.466 Training gain with only tx_alt 1.0513 Training gain with only tx_aspect 0.0337 Training gain with only tx_bio1 0.0811 Training gain with only tx_bio12 0.8524 Training gain with only tx_bio13 0.5063 Training gain with only tx_bio14 0.7949 Training gain with only tx_bio15 0.9384 Training gain with only tx_bio16 0.7951 Training gain with only tx_bio17 0.9617 Training gain with only tx_bio18 0.4077 Training gain with only tx_bio19 0.913 Training gain with only tx_bio2 0.3396 Training gain with only tx_bio3 0.0159 Training gain with only tx_bio4 0.1148 Training gain with only tx_bio5 0.0054 Training gain with only tx_bio6 0.6288 Training gain with only tx_bio7 0.211 Training gain with only tx_cti 0.6028 Training gain with only tx_slope 0.1094 Test gain without basin.1 4.042 Test gain without huc 3.5458 Test gain without nhd_cumdr 3.8464 Test gain without nhd_maflowu 4.0148 Test gain without nhd_mavelu 3.5275 Test gain without tx_alt 3.7554 Test gain without tx_aspect 4.0279 Test gain without tx_bio1 4.0115 Test gain without tx_bio12 4.0089 Test gain without tx_bio13 4.0115 Test gain without tx_bio14 4.0095 Test gain without tx_bio15 4.0123 Test gain without tx_bio16 4.0114 Test gain without tx_bio17 4.0133 Test gain without tx_bio18 4.0122 Test gain without tx_bio19 4.0127 Test gain without tx_bio2 4.0081 Test gain without tx_bio3 4.009 Test gain without tx_bio4 4.0084 Test gain without tx_bio5 4.0092 Test gain without tx_bio6 3.9902 Test gain without tx_bio7 4.0101 Test gain without tx_cti 3.9057 Test gain without tx_slope 4.0016 Test gain with only basin.1 1.7543 Test gain with only huc 2.1972 Test gain with only nhd_cumdr 0.5904 Test gain with only nhd_maflowu 0.5948 Test gain with only nhd_mavelu 0.5499 Test gain with only tx_alt 1.0959 Test gain with only tx_aspect -0.0036 Test gain with only tx_bio1 0.0855 Test gain with only tx_bio12 1.0004 Test gain with only tx_bio13 0.5901 Test gain with only tx_bio14 0.9558 Test gain with only tx_bio15 1.0288 Test gain with only tx_bio16 0.9222 Test gain with only tx_bio17 1.1169 Test gain with only tx_bio18 0.5288 Test gain with only tx_bio19 1.074 Test gain with only tx_bio2 0.5236 Test gain with only tx_bio3 0.0159 Test gain with only tx_bio4 0.1171 Test gain with only tx_bio5 -0.0042 Test gain with only tx_bio6 0.7812 Test gain with only tx_bio7 0.2356 Test gain with only tx_cti 0.7262 Test gain with only tx_slope 0.1104 AUC without basin.1 0.9822 AUC without huc 0.9766 AUC without nhd_cumdr 0.9793 AUC without nhd_maflowu 0.9808 AUC without nhd_mavelu 0.9765 AUC without tx_alt 0.9704 AUC without tx_aspect 0.9817 AUC without tx_bio1 0.9808 AUC without tx_bio12 0.9808 AUC without tx_bio13 0.981 AUC without tx_bio14 0.9808 AUC without tx_bio15 0.9808 AUC without tx_bio16 0.9808 AUC without tx_bio17 0.9808 AUC without tx_bio18 0.9808 AUC without tx_bio19 0.9808 AUC without tx_bio2 0.9808 AUC without tx_bio3 0.9807 AUC without tx_bio4 0.9807 AUC without tx_bio5 0.9807 AUC without tx_bio6 0.9795 AUC without tx_bio7 0.9808 AUC without tx_cti 0.9779 AUC without tx_slope 0.9806 AUC with only basin.1 0.9073 AUC with only huc 0.8745 AUC with only nhd_cumdr 0.8137 AUC with only nhd_maflowu 0.8965 AUC with only nhd_mavelu 0.7732 AUC with only tx_alt 0.8578 AUC with only tx_aspect 0.5433 AUC with only tx_bio1 0.6692 AUC with only tx_bio12 0.8732 AUC with only tx_bio13 0.8088 AUC with only tx_bio14 0.8632 AUC with only tx_bio15 0.8695 AUC with only tx_bio16 0.8648 AUC with only tx_bio17 0.8842 AUC with only tx_bio18 0.8233 AUC with only tx_bio19 0.885 AUC with only tx_bio2 0.7311 AUC with only tx_bio3 0.534 AUC with only tx_bio4 0.6665 AUC with only tx_bio5 0.5055 AUC with only tx_bio6 0.8644 AUC with only tx_bio7 0.7406 AUC with only tx_cti 0.8056 AUC with only tx_slope 0.5524 Entropy 6.0122 Prevalence (average of logistic output over background sites) 0.0203 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0071 Fixed cumulative value 1 area 0.2568 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.01 Fixed cumulative value 1 binomial probability 0.0001 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0245 Fixed cumulative value 5 area 0.1325 Fixed cumulative value 5 training omission 0 Fixed cumulative value 5 test omission 0.0533 Fixed cumulative value 5 binomial probability 0.0001 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.0569 Fixed cumulative value 10 area 0.0755 Fixed cumulative value 10 training omission 0 Fixed cumulative value 10 test omission 0.0867 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 34.2584 Minimum training presence logistic threshold 0.3372 Minimum training presence area 0.0166 Minimum training presence training omission 0 Minimum training presence test omission 0.2133 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 49.1518 10 percentile training presence logistic threshold 0.5278 10 percentile training presence area 0.0077 10 percentile training presence training omission 0.0678 10 percentile training presence test omission 0.3033 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 34.2586 Equal training sensitivity and specificity logistic threshold 0.3372 Equal training sensitivity and specificity area 0.0166 Equal training sensitivity and specificity training omission 0.0029 Equal training sensitivity and specificity test omission 0.2122 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 34.2583 Maximum training sensitivity plus specificity logistic threshold 0.3372 Maximum training sensitivity plus specificity area 0.0166 Maximum training sensitivity plus specificity training omission 0 Maximum training sensitivity plus specificity test omission 0.2122 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 17.0897 Equal test sensitivity and specificity logistic threshold 0.1427 Equal test sensitivity and specificity area 0.0743 Equal test sensitivity and specificity training omission 0.0186 Equal test sensitivity and specificity test omission 0.0655 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 19.9293 Maximum test sensitivity plus specificity logistic threshold 0.1735 Maximum test sensitivity plus specificity area 0.0661 Maximum test sensitivity plus specificity training omission 0.025 Maximum test sensitivity plus specificity test omission 0.0167 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 3.4277 Balance training omission, predicted area and threshold value logistic threshold 0.0166 Balance training omission, predicted area and threshold value area 0.1642 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.0378 Balance training omission, predicted area and threshold value binomial probability 0.0001 Equate entropy of thresholded and original distributions cumulative threshold 16.8802 Equate entropy of thresholded and original distributions logistic threshold 0.121 Equate entropy of thresholded and original distributions area 0.0422 Equate entropy of thresholded and original distributions training omission 0 Equate entropy of thresholded and original distributions test omission 0.13 Equate entropy of thresholded and original distributions binomial probability 0