Species Pimephales_promelas (average) total records 110 #Training samples 66 Regularized training gain 2.5623 Unregularized training gain 3.2291 Iterations 500 Training AUC 0.9853 #Test samples 44 Test gain 2.5376 Test AUC 0.9334 AUC Standard Deviation 0.0208 AUCdiff 0.052674312 #Background points 10065.35 basin.1 contribution 3.5507 huc contribution 41.6802 nhd_cumdr contribution 8.6526 nhd_maflowu contribution 16.0592 nhd_mavelu contribution 0.5138 tx_alt contribution 4.9971 tx_aspect contribution 1.188 tx_bio1 contribution 0.2327 tx_bio12 contribution 0.575 tx_bio13 contribution 1.3807 tx_bio14 contribution 0.0813 tx_bio15 contribution 0.2865 tx_bio16 contribution 0.0499 tx_bio17 contribution 0.104 tx_bio18 contribution 0.3805 tx_bio19 contribution 0.0649 tx_bio2 contribution 0.2376 tx_bio3 contribution 0.3497 tx_bio4 contribution 0.2704 tx_bio5 contribution 0.5144 tx_bio6 contribution 0.2835 tx_bio7 contribution 0.1097 tx_cti contribution 17.7426 tx_slope contribution 0.695 Training gain without basin.1 2.5541 Training gain without huc 2.0222 Training gain without nhd_cumdr 2.5375 Training gain without nhd_maflowu 2.5261 Training gain without nhd_mavelu 2.5374 Training gain without tx_alt 2.5586 Training gain without tx_aspect 2.5336 Training gain without tx_bio1 2.5624 Training gain without tx_bio12 2.5619 Training gain without tx_bio13 2.5587 Training gain without tx_bio14 2.5618 Training gain without tx_bio15 2.5622 Training gain without tx_bio16 2.5622 Training gain without tx_bio17 2.5624 Training gain without tx_bio18 2.5612 Training gain without tx_bio19 2.5625 Training gain without tx_bio2 2.5615 Training gain without tx_bio3 2.5563 Training gain without tx_bio4 2.5612 Training gain without tx_bio5 2.5544 Training gain without tx_bio6 2.5596 Training gain without tx_bio7 2.5622 Training gain without tx_cti 2.2651 Training gain without tx_slope 2.5471 Training gain with only basin.1 0.29 Training gain with only huc 1.3104 Training gain with only nhd_cumdr 0.6285 Training gain with only nhd_maflowu 0.692 Training gain with only nhd_mavelu 0.5703 Training gain with only tx_alt 0.2455 Training gain with only tx_aspect 0.0462 Training gain with only tx_bio1 0.1084 Training gain with only tx_bio12 0.1307 Training gain with only tx_bio13 0.1374 Training gain with only tx_bio14 0.0937 Training gain with only tx_bio15 0.104 Training gain with only tx_bio16 0.085 Training gain with only tx_bio17 0.1228 Training gain with only tx_bio18 0.1349 Training gain with only tx_bio19 0.1246 Training gain with only tx_bio2 0.0918 Training gain with only tx_bio3 0.072 Training gain with only tx_bio4 0.161 Training gain with only tx_bio5 0.1638 Training gain with only tx_bio6 0.1142 Training gain with only tx_bio7 0.1194 Training gain with only tx_cti 0.7731 Training gain with only tx_slope 0.0184 Test gain without basin.1 2.5339 Test gain without huc 2.1253 Test gain without nhd_cumdr 2.5312 Test gain without nhd_maflowu 2.5149 Test gain without nhd_mavelu 2.5146 Test gain without tx_alt 2.5445 Test gain without tx_aspect 2.5187 Test gain without tx_bio1 2.5401 Test gain without tx_bio12 2.5407 Test gain without tx_bio13 2.5305 Test gain without tx_bio14 2.5387 Test gain without tx_bio15 2.5406 Test gain without tx_bio16 2.5375 Test gain without tx_bio17 2.5367 Test gain without tx_bio18 2.54 Test gain without tx_bio19 2.5384 Test gain without tx_bio2 2.5334 Test gain without tx_bio3 2.5329 Test gain without tx_bio4 2.5344 Test gain without tx_bio5 2.5372 Test gain without tx_bio6 2.5396 Test gain without tx_bio7 2.5423 Test gain without tx_cti 2.0769 Test gain without tx_slope 2.5233 Test gain with only basin.1 0.2243 Test gain with only huc 0.9499 Test gain with only nhd_cumdr 0.6482 Test gain with only nhd_maflowu 0.6729 Test gain with only nhd_mavelu 0.612 Test gain with only tx_alt 0.2386 Test gain with only tx_aspect 0.0038 Test gain with only tx_bio1 0.1251 Test gain with only tx_bio12 0.1071 Test gain with only tx_bio13 0.1273 Test gain with only tx_bio14 0.0621 Test gain with only tx_bio15 0.0794 Test gain with only tx_bio16 0.0627 Test gain with only tx_bio17 0.1128 Test gain with only tx_bio18 0.1217 Test gain with only tx_bio19 0.1147 Test gain with only tx_bio2 0.1045 Test gain with only tx_bio3 0.0357 Test gain with only tx_bio4 0.1633 Test gain with only tx_bio5 0.1539 Test gain with only tx_bio6 0.1247 Test gain with only tx_bio7 0.1239 Test gain with only tx_cti 0.8034 Test gain with only tx_slope -0.0089 AUC without basin.1 0.9339 AUC without huc 0.9161 AUC without nhd_cumdr 0.932 AUC without nhd_maflowu 0.9339 AUC without nhd_mavelu 0.9332 AUC without tx_alt 0.9342 AUC without tx_aspect 0.9332 AUC without tx_bio1 0.9335 AUC without tx_bio12 0.9336 AUC without tx_bio13 0.9333 AUC without tx_bio14 0.9335 AUC without tx_bio15 0.9334 AUC without tx_bio16 0.9333 AUC without tx_bio17 0.9332 AUC without tx_bio18 0.9334 AUC without tx_bio19 0.9334 AUC without tx_bio2 0.9334 AUC without tx_bio3 0.9335 AUC without tx_bio4 0.9329 AUC without tx_bio5 0.9346 AUC without tx_bio6 0.9336 AUC without tx_bio7 0.9337 AUC without tx_cti 0.9169 AUC without tx_slope 0.9322 AUC with only basin.1 0.6923 AUC with only huc 0.8231 AUC with only nhd_cumdr 0.8014 AUC with only nhd_maflowu 0.8069 AUC with only nhd_mavelu 0.7981 AUC with only tx_alt 0.699 AUC with only tx_aspect 0.5553 AUC with only tx_bio1 0.6273 AUC with only tx_bio12 0.6455 AUC with only tx_bio13 0.6669 AUC with only tx_bio14 0.608 AUC with only tx_bio15 0.6165 AUC with only tx_bio16 0.6143 AUC with only tx_bio17 0.6445 AUC with only tx_bio18 0.6612 AUC with only tx_bio19 0.6469 AUC with only tx_bio2 0.6267 AUC with only tx_bio3 0.5781 AUC with only tx_bio4 0.6546 AUC with only tx_bio5 0.6583 AUC with only tx_bio6 0.5981 AUC with only tx_bio7 0.6422 AUC with only tx_cti 0.8087 AUC with only tx_slope 0.4928 Entropy 7.058 Prevalence (average of logistic output over background sites) 0.0563 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0076 Fixed cumulative value 1 area 0.5655 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.0286 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.033 Fixed cumulative value 5 area 0.2904 Fixed cumulative value 5 training omission 0.0038 Fixed cumulative value 5 test omission 0.0752 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.0734 Fixed cumulative value 10 area 0.1782 Fixed cumulative value 10 training omission 0.0135 Fixed cumulative value 10 test omission 0.1045 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 9.1776 Minimum training presence logistic threshold 0.071 Minimum training presence area 0.2288 Minimum training presence training omission 0 Minimum training presence test omission 0.0886 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 36.1028 10 percentile training presence logistic threshold 0.3846 10 percentile training presence area 0.0387 10 percentile training presence training omission 0.0886 10 percentile training presence test omission 0.285 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 27.087 Equal training sensitivity and specificity logistic threshold 0.2651 Equal training sensitivity and specificity area 0.0596 Equal training sensitivity and specificity training omission 0.0587 Equal training sensitivity and specificity test omission 0.2186 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 28.7164 Maximum training sensitivity plus specificity logistic threshold 0.2877 Maximum training sensitivity plus specificity area 0.0581 Maximum training sensitivity plus specificity training omission 0.0431 Maximum training sensitivity plus specificity test omission 0.2214 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 14.695 Equal test sensitivity and specificity logistic threshold 0.122 Equal test sensitivity and specificity area 0.1328 Equal test sensitivity and specificity training omission 0.0244 Equal test sensitivity and specificity test omission 0.132 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 20.0272 Maximum test sensitivity plus specificity logistic threshold 0.1825 Maximum test sensitivity plus specificity area 0.1007 Maximum test sensitivity plus specificity training omission 0.034 Maximum test sensitivity plus specificity test omission 0.125 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 6.1422 Balance training omission, predicted area and threshold value logistic threshold 0.0415 Balance training omission, predicted area and threshold value area 0.2589 Balance training omission, predicted area and threshold value training omission 0.0017 Balance training omission, predicted area and threshold value test omission 0.0761 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 15.6024 Equate entropy of thresholded and original distributions logistic threshold 0.1277 Equate entropy of thresholded and original distributions area 0.1174 Equate entropy of thresholded and original distributions training omission 0.0265 Equate entropy of thresholded and original distributions test omission 0.1479 Equate entropy of thresholded and original distributions binomial probability 0