Species Lepomis_microlophus (average) total records 156 #Training samples 94 Regularized training gain 2.5331 Unregularized training gain 3.0979 Iterations 500 Training AUC 0.9872 #Test samples 62 Test gain 2.6048 Test AUC 0.9517 AUC Standard Deviation 0.0115 AUCdiff 0.035960292 #Background points 10093.56 basin.1 contribution 3.8079 huc contribution 15.7408 nhd_cumdr contribution 1.4809 nhd_maflowu contribution 18.3945 nhd_mavelu contribution 2.2723 tx_alt contribution 0.7143 tx_aspect contribution 1.0685 tx_bio1 contribution 3.9025 tx_bio12 contribution 0.9376 tx_bio13 contribution 0.1629 tx_bio14 contribution 3.9473 tx_bio15 contribution 2.6595 tx_bio16 contribution 0.3339 tx_bio17 contribution 2.099 tx_bio18 contribution 0.2095 tx_bio19 contribution 4.4634 tx_bio2 contribution 0.7517 tx_bio3 contribution 0.2369 tx_bio4 contribution 2.6628 tx_bio5 contribution 0.774 tx_bio6 contribution 13.1198 tx_bio7 contribution 3.1583 tx_cti contribution 16.516 tx_slope contribution 0.5857 Training gain without basin.1 2.5153 Training gain without huc 2.316 Training gain without nhd_cumdr 2.5184 Training gain without nhd_maflowu 2.5049 Training gain without nhd_mavelu 2.5197 Training gain without tx_alt 2.5189 Training gain without tx_aspect 2.5038 Training gain without tx_bio1 2.5276 Training gain without tx_bio12 2.5322 Training gain without tx_bio13 2.5323 Training gain without tx_bio14 2.5307 Training gain without tx_bio15 2.5302 Training gain without tx_bio16 2.5333 Training gain without tx_bio17 2.5334 Training gain without tx_bio18 2.5322 Training gain without tx_bio19 2.5306 Training gain without tx_bio2 2.5289 Training gain without tx_bio3 2.5332 Training gain without tx_bio4 2.5264 Training gain without tx_bio5 2.5303 Training gain without tx_bio6 2.5151 Training gain without tx_bio7 2.5235 Training gain without tx_cti 2.278 Training gain without tx_slope 2.5099 Training gain with only basin.1 0.5919 Training gain with only huc 1.3534 Training gain with only nhd_cumdr 0.3736 Training gain with only nhd_maflowu 0.8273 Training gain with only nhd_mavelu 0.3394 Training gain with only tx_alt 0.6106 Training gain with only tx_aspect 0.0543 Training gain with only tx_bio1 0.7336 Training gain with only tx_bio12 0.7645 Training gain with only tx_bio13 0.4491 Training gain with only tx_bio14 0.8541 Training gain with only tx_bio15 0.6959 Training gain with only tx_bio16 0.6082 Training gain with only tx_bio17 0.7774 Training gain with only tx_bio18 0.4375 Training gain with only tx_bio19 0.8665 Training gain with only tx_bio2 0.5174 Training gain with only tx_bio3 0.193 Training gain with only tx_bio4 0.4935 Training gain with only tx_bio5 0.2363 Training gain with only tx_bio6 0.8542 Training gain with only tx_bio7 0.5827 Training gain with only tx_cti 0.797 Training gain with only tx_slope 0.0293 Test gain without basin.1 2.5998 Test gain without huc 2.4632 Test gain without nhd_cumdr 2.5845 Test gain without nhd_maflowu 2.5724 Test gain without nhd_mavelu 2.5808 Test gain without tx_alt 2.5842 Test gain without tx_aspect 2.5766 Test gain without tx_bio1 2.598 Test gain without tx_bio12 2.5999 Test gain without tx_bio13 2.6013 Test gain without tx_bio14 2.6065 Test gain without tx_bio15 2.6054 Test gain without tx_bio16 2.604 Test gain without tx_bio17 2.6078 Test gain without tx_bio18 2.6082 Test gain without tx_bio19 2.5934 Test gain without tx_bio2 2.5974 Test gain without tx_bio3 2.6026 Test gain without tx_bio4 2.5969 Test gain without tx_bio5 2.6025 Test gain without tx_bio6 2.5857 Test gain without tx_bio7 2.5994 Test gain without tx_cti 2.2886 Test gain without tx_slope 2.5919 Test gain with only basin.1 0.5845 Test gain with only huc 1.1419 Test gain with only nhd_cumdr 0.4465 Test gain with only nhd_maflowu 0.877 Test gain with only nhd_mavelu 0.3461 Test gain with only tx_alt 0.6163 Test gain with only tx_aspect 0.0279 Test gain with only tx_bio1 0.7726 Test gain with only tx_bio12 0.8291 Test gain with only tx_bio13 0.4902 Test gain with only tx_bio14 0.8782 Test gain with only tx_bio15 0.6964 Test gain with only tx_bio16 0.6483 Test gain with only tx_bio17 0.8206 Test gain with only tx_bio18 0.4344 Test gain with only tx_bio19 0.9832 Test gain with only tx_bio2 0.5088 Test gain with only tx_bio3 0.22 Test gain with only tx_bio4 0.4886 Test gain with only tx_bio5 0.3154 Test gain with only tx_bio6 0.8669 Test gain with only tx_bio7 0.5603 Test gain with only tx_cti 0.7954 Test gain with only tx_slope 0.022 AUC without basin.1 0.9518 AUC without huc 0.9489 AUC without nhd_cumdr 0.9519 AUC without nhd_maflowu 0.9496 AUC without nhd_mavelu 0.9504 AUC without tx_alt 0.9518 AUC without tx_aspect 0.9511 AUC without tx_bio1 0.9511 AUC without tx_bio12 0.9514 AUC without tx_bio13 0.9514 AUC without tx_bio14 0.9516 AUC without tx_bio15 0.9518 AUC without tx_bio16 0.9517 AUC without tx_bio17 0.9517 AUC without tx_bio18 0.9519 AUC without tx_bio19 0.9513 AUC without tx_bio2 0.9515 AUC without tx_bio3 0.9514 AUC without tx_bio4 0.9515 AUC without tx_bio5 0.9517 AUC without tx_bio6 0.9508 AUC without tx_bio7 0.9513 AUC without tx_cti 0.936 AUC without tx_slope 0.9509 AUC with only basin.1 0.7824 AUC with only huc 0.851 AUC with only nhd_cumdr 0.7291 AUC with only nhd_maflowu 0.8219 AUC with only nhd_mavelu 0.7236 AUC with only tx_alt 0.7883 AUC with only tx_aspect 0.5565 AUC with only tx_bio1 0.8255 AUC with only tx_bio12 0.805 AUC with only tx_bio13 0.7606 AUC with only tx_bio14 0.8261 AUC with only tx_bio15 0.8117 AUC with only tx_bio16 0.7764 AUC with only tx_bio17 0.8183 AUC with only tx_bio18 0.7228 AUC with only tx_bio19 0.8304 AUC with only tx_bio2 0.7735 AUC with only tx_bio3 0.6724 AUC with only tx_bio4 0.7706 AUC with only tx_bio5 0.7297 AUC with only tx_bio6 0.8447 AUC with only tx_bio7 0.7809 AUC with only tx_cti 0.8229 AUC with only tx_slope 0.3801 Entropy 7.0562 Prevalence (average of logistic output over background sites) 0.0562 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0086 Fixed cumulative value 1 area 0.4407 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.0124 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0456 Fixed cumulative value 5 area 0.2292 Fixed cumulative value 5 training omission 0.0016 Fixed cumulative value 5 test omission 0.0587 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.098 Fixed cumulative value 10 area 0.1494 Fixed cumulative value 10 training omission 0.0098 Fixed cumulative value 10 test omission 0.1072 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 8.9774 Minimum training presence logistic threshold 0.0879 Minimum training presence area 0.1752 Minimum training presence training omission 0 Minimum training presence test omission 0.086 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 38.3346 10 percentile training presence logistic threshold 0.4291 10 percentile training presence area 0.0355 10 percentile training presence training omission 0.0946 10 percentile training presence test omission 0.2881 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 27.3682 Equal training sensitivity and specificity logistic threshold 0.2997 Equal training sensitivity and specificity area 0.0572 Equal training sensitivity and specificity training omission 0.0571 Equal training sensitivity and specificity test omission 0.2189 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 27.1258 Maximum training sensitivity plus specificity logistic threshold 0.2973 Maximum training sensitivity plus specificity area 0.0607 Maximum training sensitivity plus specificity training omission 0.0386 Maximum training sensitivity plus specificity test omission 0.2094 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 13.2896 Equal test sensitivity and specificity logistic threshold 0.1346 Equal test sensitivity and specificity area 0.1238 Equal test sensitivity and specificity training omission 0.0179 Equal test sensitivity and specificity test omission 0.1245 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 16.8748 Maximum test sensitivity plus specificity logistic threshold 0.1775 Maximum test sensitivity plus specificity area 0.1132 Maximum test sensitivity plus specificity training omission 0.0284 Maximum test sensitivity plus specificity test omission 0.1039 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 4.7732 Balance training omission, predicted area and threshold value logistic threshold 0.0432 Balance training omission, predicted area and threshold value area 0.2355 Balance training omission, predicted area and threshold value training omission 0.0002 Balance training omission, predicted area and threshold value test omission 0.054 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 13.7283 Equate entropy of thresholded and original distributions logistic threshold 0.1391 Equate entropy of thresholded and original distributions area 0.1167 Equate entropy of thresholded and original distributions training omission 0.0187 Equate entropy of thresholded and original distributions test omission 0.134 Equate entropy of thresholded and original distributions binomial probability 0