Species Etheostoma_lepidum (average) total records 82 #Training samples 50 Regularized training gain 3.5429 Unregularized training gain 4.0435 Iterations 500 Training AUC 0.9963 #Test samples 32 Test gain 4.1076 Test AUC 0.9901 AUC Standard Deviation 0.0041 AUCdiff 0.006223025 #Background points 10048.92 basin.1 contribution 10.0148 huc contribution 33.6645 nhd_cumdr contribution 1.9254 nhd_maflowu contribution 15.0935 nhd_mavelu contribution 0.115 tx_alt contribution 10.784 tx_aspect contribution 1.054 tx_bio1 contribution 0.2412 tx_bio12 contribution 0.0088 tx_bio13 contribution 0.3609 tx_bio14 contribution 0.2274 tx_bio15 contribution 1.2622 tx_bio16 contribution 0.0026 tx_bio17 contribution 0.0082 tx_bio18 contribution 0.0191 tx_bio19 contribution 9.6252 tx_bio2 contribution 0.0002 tx_bio3 contribution 0.1101 tx_bio4 contribution 5.9424 tx_bio5 contribution 0 tx_bio6 contribution 0.6642 tx_bio7 contribution 0.0284 tx_cti contribution 7.8073 tx_slope contribution 1.0407 Training gain without basin.1 3.5458 Training gain without huc 3.2839 Training gain without nhd_cumdr 3.5428 Training gain without nhd_maflowu 3.5122 Training gain without nhd_mavelu 3.5389 Training gain without tx_alt 3.5433 Training gain without tx_aspect 3.5133 Training gain without tx_bio1 3.5442 Training gain without tx_bio12 3.5435 Training gain without tx_bio13 3.5308 Training gain without tx_bio14 3.5401 Training gain without tx_bio15 3.5217 Training gain without tx_bio16 3.5435 Training gain without tx_bio17 3.5444 Training gain without tx_bio18 3.5437 Training gain without tx_bio19 3.5438 Training gain without tx_bio2 3.5441 Training gain without tx_bio3 3.5415 Training gain without tx_bio4 3.5376 Training gain without tx_bio5 3.5441 Training gain without tx_bio6 3.515 Training gain without tx_bio7 3.5431 Training gain without tx_cti 3.3042 Training gain without tx_slope 3.5185 Training gain with only basin.1 1.3044 Training gain with only huc 2.3243 Training gain with only nhd_cumdr 0.4471 Training gain with only nhd_maflowu 0.6246 Training gain with only nhd_mavelu 0.5762 Training gain with only tx_alt 0.8576 Training gain with only tx_aspect 0.0734 Training gain with only tx_bio1 0.5571 Training gain with only tx_bio12 0.6784 Training gain with only tx_bio13 0.5729 Training gain with only tx_bio14 0.829 Training gain with only tx_bio15 0.9149 Training gain with only tx_bio16 0.4674 Training gain with only tx_bio17 0.7641 Training gain with only tx_bio18 0.2262 Training gain with only tx_bio19 0.7661 Training gain with only tx_bio2 0.3276 Training gain with only tx_bio3 0.4523 Training gain with only tx_bio4 0.8465 Training gain with only tx_bio5 0.1118 Training gain with only tx_bio6 0.7119 Training gain with only tx_bio7 0.5473 Training gain with only tx_cti 0.4836 Training gain with only tx_slope 0.099 Test gain without basin.1 4.1079 Test gain without huc 3.7578 Test gain without nhd_cumdr 4.11 Test gain without nhd_maflowu 4.0631 Test gain without nhd_mavelu 4.1029 Test gain without tx_alt 4.1082 Test gain without tx_aspect 4.0763 Test gain without tx_bio1 4.1041 Test gain without tx_bio12 4.1021 Test gain without tx_bio13 4.0884 Test gain without tx_bio14 4.1012 Test gain without tx_bio15 4.0881 Test gain without tx_bio16 4.1063 Test gain without tx_bio17 4.106 Test gain without tx_bio18 4.106 Test gain without tx_bio19 4.1023 Test gain without tx_bio2 4.1037 Test gain without tx_bio3 4.1026 Test gain without tx_bio4 4.0933 Test gain without tx_bio5 4.1035 Test gain without tx_bio6 4.1216 Test gain without tx_bio7 4.1065 Test gain without tx_cti 3.7231 Test gain without tx_slope 4.0626 Test gain with only basin.1 1.4537 Test gain with only huc 2.4137 Test gain with only nhd_cumdr 0.4035 Test gain with only nhd_maflowu 0.6243 Test gain with only nhd_mavelu 0.5929 Test gain with only tx_alt 0.9974 Test gain with only tx_aspect 0.0498 Test gain with only tx_bio1 0.7016 Test gain with only tx_bio12 0.7881 Test gain with only tx_bio13 0.7172 Test gain with only tx_bio14 0.9279 Test gain with only tx_bio15 1.0249 Test gain with only tx_bio16 0.5726 Test gain with only tx_bio17 0.8447 Test gain with only tx_bio18 0.3355 Test gain with only tx_bio19 0.8238 Test gain with only tx_bio2 0.4073 Test gain with only tx_bio3 0.5674 Test gain with only tx_bio4 1.0456 Test gain with only tx_bio5 0.1551 Test gain with only tx_bio6 0.7597 Test gain with only tx_bio7 0.6795 Test gain with only tx_cti 0.4749 Test gain with only tx_slope 0.1091 AUC without basin.1 0.9899 AUC without huc 0.9878 AUC without nhd_cumdr 0.9902 AUC without nhd_maflowu 0.9897 AUC without nhd_mavelu 0.9897 AUC without tx_alt 0.9901 AUC without tx_aspect 0.9898 AUC without tx_bio1 0.9898 AUC without tx_bio12 0.9897 AUC without tx_bio13 0.9898 AUC without tx_bio14 0.9899 AUC without tx_bio15 0.9899 AUC without tx_bio16 0.9898 AUC without tx_bio17 0.9897 AUC without tx_bio18 0.99 AUC without tx_bio19 0.9895 AUC without tx_bio2 0.9897 AUC without tx_bio3 0.9897 AUC without tx_bio4 0.9895 AUC without tx_bio5 0.9897 AUC without tx_bio6 0.9899 AUC without tx_bio7 0.9898 AUC without tx_cti 0.9859 AUC without tx_slope 0.9896 AUC with only basin.1 0.901 AUC with only huc 0.943 AUC with only nhd_cumdr 0.7585 AUC with only nhd_maflowu 0.8069 AUC with only nhd_mavelu 0.7992 AUC with only tx_alt 0.8669 AUC with only tx_aspect 0.5859 AUC with only tx_bio1 0.8097 AUC with only tx_bio12 0.8292 AUC with only tx_bio13 0.8104 AUC with only tx_bio14 0.8507 AUC with only tx_bio15 0.8626 AUC with only tx_bio16 0.7768 AUC with only tx_bio17 0.8214 AUC with only tx_bio18 0.7228 AUC with only tx_bio19 0.8183 AUC with only tx_bio2 0.7453 AUC with only tx_bio3 0.7892 AUC with only tx_bio4 0.8732 AUC with only tx_bio5 0.6426 AUC with only tx_bio6 0.8152 AUC with only tx_bio7 0.8106 AUC with only tx_cti 0.7507 AUC with only tx_slope 0.5837 Entropy 6.0201 Prevalence (average of logistic output over background sites) 0.0197 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0035 Fixed cumulative value 1 area 0.2796 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.0025 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0243 Fixed cumulative value 5 area 0.1058 Fixed cumulative value 5 training omission 0.0012 Fixed cumulative value 5 test omission 0.0162 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.0725 Fixed cumulative value 10 area 0.0581 Fixed cumulative value 10 training omission 0.0064 Fixed cumulative value 10 test omission 0.0425 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 15.7095 Minimum training presence logistic threshold 0.147 Minimum training presence area 0.0481 Minimum training presence training omission 0 Minimum training presence test omission 0.0556 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 47.1776 10 percentile training presence logistic threshold 0.5396 10 percentile training presence area 0.0077 10 percentile training presence training omission 0.0978 10 percentile training presence test omission 0.2306 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 22.8249 Equal training sensitivity and specificity logistic threshold 0.2379 Equal training sensitivity and specificity area 0.0257 Equal training sensitivity and specificity training omission 0.025 Equal training sensitivity and specificity test omission 0.0903 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 23.7489 Maximum training sensitivity plus specificity logistic threshold 0.249 Maximum training sensitivity plus specificity area 0.0263 Maximum training sensitivity plus specificity training omission 0.0106 Maximum training sensitivity plus specificity test omission 0.0881 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 14.4809 Equal test sensitivity and specificity logistic threshold 0.129 Equal test sensitivity and specificity area 0.0469 Equal test sensitivity and specificity training omission 0.0156 Equal test sensitivity and specificity test omission 0.0462 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 16.4913 Maximum test sensitivity plus specificity logistic threshold 0.1558 Maximum test sensitivity plus specificity area 0.044 Maximum test sensitivity plus specificity training omission 0.015 Maximum test sensitivity plus specificity test omission 0.025 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 3.8293 Balance training omission, predicted area and threshold value logistic threshold 0.0164 Balance training omission, predicted area and threshold value area 0.1291 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.0106 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 14.1067 Equate entropy of thresholded and original distributions logistic threshold 0.1206 Equate entropy of thresholded and original distributions area 0.0416 Equate entropy of thresholded and original distributions training omission 0.014 Equate entropy of thresholded and original distributions test omission 0.0594 Equate entropy of thresholded and original distributions binomial probability 0