Species Carpiodes_carpio (average) total records 145 #Training samples 87 Regularized training gain 2.5236 Unregularized training gain 3.2203 Iterations 500 Training AUC 0.9902 #Test samples 58 Test gain 2.609 Test AUC 0.9509 AUC Standard Deviation 0.0136 AUCdiff 0.039688952 #Background points 10085.34 basin.1 contribution 1.8949 huc contribution 23.9547 nhd_cumdr contribution 2.7058 nhd_maflowu contribution 12.7318 nhd_mavelu contribution 14.9532 tx_alt contribution 8.0863 tx_aspect contribution 0.4673 tx_bio1 contribution 3.4803 tx_bio12 contribution 0.0728 tx_bio13 contribution 0.5225 tx_bio14 contribution 0.2765 tx_bio15 contribution 0.0643 tx_bio16 contribution 0.0539 tx_bio17 contribution 0.2627 tx_bio18 contribution 0.4681 tx_bio19 contribution 0.3101 tx_bio2 contribution 0.259 tx_bio3 contribution 0.0706 tx_bio4 contribution 3.9189 tx_bio5 contribution 1.1731 tx_bio6 contribution 4.8818 tx_bio7 contribution 0.7197 tx_cti contribution 17.6427 tx_slope contribution 1.0291 Training gain without basin.1 2.507 Training gain without huc 2.183 Training gain without nhd_cumdr 2.4942 Training gain without nhd_maflowu 2.5081 Training gain without nhd_mavelu 2.4914 Training gain without tx_alt 2.5041 Training gain without tx_aspect 2.5094 Training gain without tx_bio1 2.5112 Training gain without tx_bio12 2.5238 Training gain without tx_bio13 2.5226 Training gain without tx_bio14 2.5212 Training gain without tx_bio15 2.5224 Training gain without tx_bio16 2.5237 Training gain without tx_bio17 2.5231 Training gain without tx_bio18 2.5194 Training gain without tx_bio19 2.5217 Training gain without tx_bio2 2.522 Training gain without tx_bio3 2.5239 Training gain without tx_bio4 2.4958 Training gain without tx_bio5 2.5251 Training gain without tx_bio6 2.5169 Training gain without tx_bio7 2.5233 Training gain without tx_cti 2.2961 Training gain without tx_slope 2.492 Training gain with only basin.1 0.1941 Training gain with only huc 1.1201 Training gain with only nhd_cumdr 0.7551 Training gain with only nhd_maflowu 0.8445 Training gain with only nhd_mavelu 0.7043 Training gain with only tx_alt 0.3335 Training gain with only tx_aspect 0.0244 Training gain with only tx_bio1 0.3689 Training gain with only tx_bio12 0.1135 Training gain with only tx_bio13 0.116 Training gain with only tx_bio14 0.1254 Training gain with only tx_bio15 0.112 Training gain with only tx_bio16 0.1105 Training gain with only tx_bio17 0.1347 Training gain with only tx_bio18 0.0888 Training gain with only tx_bio19 0.148 Training gain with only tx_bio2 0.1235 Training gain with only tx_bio3 0.0641 Training gain with only tx_bio4 0.1893 Training gain with only tx_bio5 0.2107 Training gain with only tx_bio6 0.3656 Training gain with only tx_bio7 0.1772 Training gain with only tx_cti 0.8661 Training gain with only tx_slope 0.0267 Test gain without basin.1 2.5775 Test gain without huc 2.3332 Test gain without nhd_cumdr 2.5796 Test gain without nhd_maflowu 2.6067 Test gain without nhd_mavelu 2.5716 Test gain without tx_alt 2.5728 Test gain without tx_aspect 2.6174 Test gain without tx_bio1 2.6026 Test gain without tx_bio12 2.6103 Test gain without tx_bio13 2.6109 Test gain without tx_bio14 2.6094 Test gain without tx_bio15 2.6084 Test gain without tx_bio16 2.6055 Test gain without tx_bio17 2.6061 Test gain without tx_bio18 2.6098 Test gain without tx_bio19 2.6071 Test gain without tx_bio2 2.6093 Test gain without tx_bio3 2.6092 Test gain without tx_bio4 2.5817 Test gain without tx_bio5 2.606 Test gain without tx_bio6 2.6153 Test gain without tx_bio7 2.61 Test gain without tx_cti 2.342 Test gain without tx_slope 2.5775 Test gain with only basin.1 0.1941 Test gain with only huc 0.8184 Test gain with only nhd_cumdr 0.8812 Test gain with only nhd_maflowu 0.9158 Test gain with only nhd_mavelu 0.8084 Test gain with only tx_alt 0.3645 Test gain with only tx_aspect -0.0035 Test gain with only tx_bio1 0.389 Test gain with only tx_bio12 0.1171 Test gain with only tx_bio13 0.1114 Test gain with only tx_bio14 0.1101 Test gain with only tx_bio15 0.0974 Test gain with only tx_bio16 0.1324 Test gain with only tx_bio17 0.1441 Test gain with only tx_bio18 0.0918 Test gain with only tx_bio19 0.1507 Test gain with only tx_bio2 0.1123 Test gain with only tx_bio3 0.0641 Test gain with only tx_bio4 0.1951 Test gain with only tx_bio5 0.2108 Test gain with only tx_bio6 0.3602 Test gain with only tx_bio7 0.1765 Test gain with only tx_cti 0.8576 Test gain with only tx_slope 0.0186 AUC without basin.1 0.9489 AUC without huc 0.9408 AUC without nhd_cumdr 0.9512 AUC without nhd_maflowu 0.9513 AUC without nhd_mavelu 0.9504 AUC without tx_alt 0.95 AUC without tx_aspect 0.9526 AUC without tx_bio1 0.9505 AUC without tx_bio12 0.9511 AUC without tx_bio13 0.9513 AUC without tx_bio14 0.9512 AUC without tx_bio15 0.951 AUC without tx_bio16 0.951 AUC without tx_bio17 0.9507 AUC without tx_bio18 0.9511 AUC without tx_bio19 0.9514 AUC without tx_bio2 0.9514 AUC without tx_bio3 0.9511 AUC without tx_bio4 0.9499 AUC without tx_bio5 0.951 AUC without tx_bio6 0.9513 AUC without tx_bio7 0.9512 AUC without tx_cti 0.9407 AUC without tx_slope 0.9502 AUC with only basin.1 0.6502 AUC with only huc 0.8162 AUC with only nhd_cumdr 0.8147 AUC with only nhd_maflowu 0.8292 AUC with only nhd_mavelu 0.8177 AUC with only tx_alt 0.7341 AUC with only tx_aspect 0.5274 AUC with only tx_bio1 0.7347 AUC with only tx_bio12 0.6354 AUC with only tx_bio13 0.6198 AUC with only tx_bio14 0.6306 AUC with only tx_bio15 0.6288 AUC with only tx_bio16 0.6424 AUC with only tx_bio17 0.6447 AUC with only tx_bio18 0.6152 AUC with only tx_bio19 0.6415 AUC with only tx_bio2 0.6273 AUC with only tx_bio3 0.5876 AUC with only tx_bio4 0.6644 AUC with only tx_bio5 0.6676 AUC with only tx_bio6 0.7258 AUC with only tx_bio7 0.6332 AUC with only tx_cti 0.8053 AUC with only tx_slope 0.5234 Entropy 7.1565 Prevalence (average of logistic output over background sites) 0.0621 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0095 Fixed cumulative value 1 area 0.5731 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.0107 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0358 Fixed cumulative value 5 area 0.3151 Fixed cumulative value 5 training omission 0.0001 Fixed cumulative value 5 test omission 0.0331 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.075 Fixed cumulative value 10 area 0.1984 Fixed cumulative value 10 training omission 0.0026 Fixed cumulative value 10 test omission 0.0624 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 15.6161 Minimum training presence logistic threshold 0.1327 Minimum training presence area 0.1508 Minimum training presence training omission 0 Minimum training presence test omission 0.1024 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 44.4308 10 percentile training presence logistic threshold 0.487 10 percentile training presence area 0.0267 10 percentile training presence training omission 0.0913 10 percentile training presence test omission 0.3229 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 33.8009 Equal training sensitivity and specificity logistic threshold 0.3488 Equal training sensitivity and specificity area 0.046 Equal training sensitivity and specificity training omission 0.0458 Equal training sensitivity and specificity test omission 0.2383 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 32.5648 Maximum training sensitivity plus specificity logistic threshold 0.3318 Maximum training sensitivity plus specificity area 0.0503 Maximum training sensitivity plus specificity training omission 0.0269 Maximum training sensitivity plus specificity test omission 0.2209 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 17.7829 Equal test sensitivity and specificity logistic threshold 0.1502 Equal test sensitivity and specificity area 0.1165 Equal test sensitivity and specificity training omission 0.0112 Equal test sensitivity and specificity test omission 0.1165 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 20.0941 Maximum test sensitivity plus specificity logistic threshold 0.1786 Maximum test sensitivity plus specificity area 0.1069 Maximum test sensitivity plus specificity training omission 0.0131 Maximum test sensitivity plus specificity test omission 0.0924 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 6.7091 Balance training omission, predicted area and threshold value logistic threshold 0.0483 Balance training omission, predicted area and threshold value area 0.2644 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.0421 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 15.9224 Equate entropy of thresholded and original distributions logistic threshold 0.1296 Equate entropy of thresholded and original distributions area 0.1289 Equate entropy of thresholded and original distributions training omission 0.008 Equate entropy of thresholded and original distributions test omission 0.1012 Equate entropy of thresholded and original distributions binomial probability 0