Species Etheostoma_grahami (average100runs) total records 27 #Training samples 17 Regularized training gain 5.1036 Unregularized training gain 5.776 Iterations 494.8 Training AUC 0.9998 #Test samples 10 Test gain 6.2468 Test AUC 0.9963 AUC Standard Deviation 0.0023 AUCdiff 0.0035007 #Background points 10017 basin.1 contribution 23.4476 huc contribution 43.7378 nhd_cumdr contribution 14.0349 nhd_maflowu contribution 3.2967 nhd_mavelu contribution 0.1122 tx_alt contribution 2.3355 tx_aspect contribution 0.2865 tx_bio1 contribution 0.0284 tx_bio12 contribution 0.0006 tx_bio13 contribution 0.0026 tx_bio14 contribution 1.9736 tx_bio15 contribution 0.0243 tx_bio16 contribution 0.0065 tx_bio17 contribution 0.328 tx_bio18 contribution 0.19 tx_bio19 contribution 0.032 tx_bio2 contribution 3.9854 tx_bio3 contribution 0.774 tx_bio4 contribution 0.001 tx_bio5 contribution 0.0017 tx_bio6 contribution 0.1927 tx_bio7 contribution 0.0004 tx_cti contribution 3.0045 tx_slope contribution 2.2029 Training gain without basin.1 5.1007 Training gain without huc 4.9531 Training gain without nhd_cumdr 5.089 Training gain without nhd_maflowu 5.0915 Training gain without nhd_mavelu 5.0985 Training gain without tx_alt 5.0235 Training gain without tx_aspect 5.0953 Training gain without tx_bio1 5.1029 Training gain without tx_bio12 5.1025 Training gain without tx_bio13 5.1027 Training gain without tx_bio14 5.0784 Training gain without tx_bio15 5.0993 Training gain without tx_bio16 5.1028 Training gain without tx_bio17 5.1017 Training gain without tx_bio18 5.0942 Training gain without tx_bio19 5.1023 Training gain without tx_bio2 5.1027 Training gain without tx_bio3 5.0997 Training gain without tx_bio4 5.1034 Training gain without tx_bio5 5.1032 Training gain without tx_bio6 5.0831 Training gain without tx_bio7 5.1029 Training gain without tx_cti 5.0511 Training gain without tx_slope 5.0416 Training gain with only basin.1 1.492 Training gain with only huc 3.7458 Training gain with only nhd_cumdr 1.3031 Training gain with only nhd_maflowu 0.7073 Training gain with only nhd_mavelu 0.6181 Training gain with only tx_alt 1.1244 Training gain with only tx_aspect 0.1821 Training gain with only tx_bio1 0.9585 Training gain with only tx_bio12 1.284 Training gain with only tx_bio13 0.7908 Training gain with only tx_bio14 1.2169 Training gain with only tx_bio15 0.7232 Training gain with only tx_bio16 1.571 Training gain with only tx_bio17 1.365 Training gain with only tx_bio18 1.7065 Training gain with only tx_bio19 1.4713 Training gain with only tx_bio2 0.4015 Training gain with only tx_bio3 0.4371 Training gain with only tx_bio4 0.4654 Training gain with only tx_bio5 0.412 Training gain with only tx_bio6 0.6018 Training gain with only tx_bio7 0.3616 Training gain with only tx_cti 0.5877 Training gain with only tx_slope 0.4874 Test gain without basin.1 6.2463 Test gain without huc 5.9786 Test gain without nhd_cumdr 6.254 Test gain without nhd_maflowu 6.2375 Test gain without nhd_mavelu 6.2342 Test gain without tx_alt 6.1652 Test gain without tx_aspect 6.247 Test gain without tx_bio1 6.2405 Test gain without tx_bio12 6.2412 Test gain without tx_bio13 6.2407 Test gain without tx_bio14 6.1927 Test gain without tx_bio15 6.2557 Test gain without tx_bio16 6.2371 Test gain without tx_bio17 6.2384 Test gain without tx_bio18 6.2442 Test gain without tx_bio19 6.2168 Test gain without tx_bio2 6.2179 Test gain without tx_bio3 6.2151 Test gain without tx_bio4 6.2235 Test gain without tx_bio5 6.2198 Test gain without tx_bio6 6.219 Test gain without tx_bio7 6.219 Test gain without tx_cti 6.091 Test gain without tx_slope 6.1251 Test gain with only basin.1 1.6377 Test gain with only huc 3.9196 Test gain with only nhd_cumdr -0.2881 Test gain with only nhd_maflowu 0.4307 Test gain with only nhd_mavelu 0.6348 Test gain with only tx_alt 1.342 Test gain with only tx_aspect 0.1647 Test gain with only tx_bio1 1.2676 Test gain with only tx_bio12 1.6043 Test gain with only tx_bio13 1.0286 Test gain with only tx_bio14 1.4693 Test gain with only tx_bio15 1.0223 Test gain with only tx_bio16 2.0762 Test gain with only tx_bio17 1.6672 Test gain with only tx_bio18 1.9031 Test gain with only tx_bio19 1.8208 Test gain with only tx_bio2 0.6814 Test gain with only tx_bio3 0.7907 Test gain with only tx_bio4 0.7531 Test gain with only tx_bio5 0.6417 Test gain with only tx_bio6 0.7558 Test gain with only tx_bio7 0.5943 Test gain with only tx_cti 0.7099 Test gain with only tx_slope 0.5269 AUC without basin.1 0.9961 AUC without huc 0.9966 AUC without nhd_cumdr 0.9982 AUC without nhd_maflowu 0.9959 AUC without nhd_mavelu 0.9959 AUC without tx_alt 0.9959 AUC without tx_aspect 0.996 AUC without tx_bio1 0.9959 AUC without tx_bio12 0.996 AUC without tx_bio13 0.996 AUC without tx_bio14 0.9955 AUC without tx_bio15 0.9956 AUC without tx_bio16 0.9958 AUC without tx_bio17 0.9957 AUC without tx_bio18 0.9965 AUC without tx_bio19 0.9953 AUC without tx_bio2 0.9954 AUC without tx_bio3 0.9954 AUC without tx_bio4 0.9955 AUC without tx_bio5 0.9952 AUC without tx_bio6 0.9952 AUC without tx_bio7 0.9954 AUC without tx_cti 0.9969 AUC without tx_slope 0.9958 AUC with only basin.1 0.9056 AUC with only huc 0.9757 AUC with only nhd_cumdr 0.8443 AUC with only nhd_maflowu 0.7748 AUC with only nhd_mavelu 0.8128 AUC with only tx_alt 0.9042 AUC with only tx_aspect 0.665 AUC with only tx_bio1 0.9035 AUC with only tx_bio12 0.9328 AUC with only tx_bio13 0.8818 AUC with only tx_bio14 0.9179 AUC with only tx_bio15 0.9006 AUC with only tx_bio16 0.9617 AUC with only tx_bio17 0.9423 AUC with only tx_bio18 0.9424 AUC with only tx_bio19 0.9461 AUC with only tx_bio2 0.8189 AUC with only tx_bio3 0.8481 AUC with only tx_bio4 0.8411 AUC with only tx_bio5 0.8095 AUC with only tx_bio6 0.8344 AUC with only tx_bio7 0.8042 AUC with only tx_cti 0.8131 AUC with only tx_slope 0.7032 Entropy 5.1123 Prevalence (average of logistic output over background sites) 0.0079 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0023 Fixed cumulative value 1 area 0.1769 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.005 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0149 Fixed cumulative value 5 area 0.0677 Fixed cumulative value 5 training omission 0 Fixed cumulative value 5 test omission 0.011 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.041 Fixed cumulative value 10 area 0.0332 Fixed cumulative value 10 training omission 0 Fixed cumulative value 10 test omission 0.023 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 63.2162 Minimum training presence logistic threshold 0.7057 Minimum training presence area 0.0014 Minimum training presence training omission 0 Minimum training presence test omission 0.172 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 78.2306 10 percentile training presence logistic threshold 0.8428 10 percentile training presence area 0.0005 10 percentile training presence training omission 0.0523 10 percentile training presence test omission 0.255 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 63.1253 Equal training sensitivity and specificity logistic threshold 0.7039 Equal training sensitivity and specificity area 0.0014 Equal training sensitivity and specificity training omission 0 Equal training sensitivity and specificity test omission 0.165 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 63.1253 Maximum training sensitivity plus specificity logistic threshold 0.7039 Maximum training sensitivity plus specificity area 0.0014 Maximum training sensitivity plus specificity training omission 0 Maximum training sensitivity plus specificity test omission 0.165 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 38.3031 Equal test sensitivity and specificity logistic threshold 0.4083 Equal test sensitivity and specificity area 0.0158 Equal test sensitivity and specificity training omission 0.0129 Equal test sensitivity and specificity test omission 0.012 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 39.0194 Maximum test sensitivity plus specificity logistic threshold 0.416 Maximum test sensitivity plus specificity area 0.0128 Maximum test sensitivity plus specificity training omission 0.0129 Maximum test sensitivity plus specificity test omission 0.005 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 2.6939 Balance training omission, predicted area and threshold value logistic threshold 0.0067 Balance training omission, predicted area and threshold value area 0.1055 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.008 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 16.3192 Equate entropy of thresholded and original distributions logistic threshold 0.0997 Equate entropy of thresholded and original distributions area 0.0169 Equate entropy of thresholded and original distributions training omission 0 Equate entropy of thresholded and original distributions test omission 0.036 Equate entropy of thresholded and original distributions binomial probability 0