Species Notropis_oxyrhynchus (average100runs) total records 32 #Training samples 20 Regularized training gain 4.4491 Unregularized training gain 5.0573 Iterations 470.2 Training AUC 0.999 #Test samples 12 Test gain 4.6675 Test AUC 0.9929 AUC Standard Deviation 0.0041 AUCdiff 0.006106106 #Background points 10019.35 basin.1 contribution 26.4705 huc contribution 11.9796 nhd_cumdr contribution 29.3309 nhd_maflowu contribution 21.6963 nhd_mavelu contribution 0.2081 tx_alt contribution 0.3444 tx_aspect contribution 0.3677 tx_bio1 contribution 0.0003 tx_bio12 contribution 0 tx_bio13 contribution 0.0008 tx_bio14 contribution 0.5199 tx_bio15 contribution 0.0039 tx_bio16 contribution 0 tx_bio17 contribution 0.1815 tx_bio18 contribution 0.0533 tx_bio19 contribution 0.2171 tx_bio2 contribution 0 tx_bio3 contribution 0.031 tx_bio4 contribution 0.1833 tx_bio5 contribution 0.146 tx_bio6 contribution 0.0256 tx_bio7 contribution 0.126 tx_cti contribution 7.4116 tx_slope contribution 0.7022 Training gain without basin.1 4.3038 Training gain without huc 4.1744 Training gain without nhd_cumdr 4.4154 Training gain without nhd_maflowu 4.4324 Training gain without nhd_mavelu 4.4398 Training gain without tx_alt 4.4401 Training gain without tx_aspect 4.4342 Training gain without tx_bio1 4.4491 Training gain without tx_bio12 4.4491 Training gain without tx_bio13 4.4491 Training gain without tx_bio14 4.4491 Training gain without tx_bio15 4.4491 Training gain without tx_bio16 4.4491 Training gain without tx_bio17 4.4491 Training gain without tx_bio18 4.448 Training gain without tx_bio19 4.4491 Training gain without tx_bio2 4.4491 Training gain without tx_bio3 4.4461 Training gain without tx_bio4 4.4484 Training gain without tx_bio5 4.4403 Training gain without tx_bio6 4.4469 Training gain without tx_bio7 4.4467 Training gain without tx_cti 4.2628 Training gain without tx_slope 4.418 Training gain with only basin.1 1.3471 Training gain with only huc 2.1464 Training gain with only nhd_cumdr 2.3858 Training gain with only nhd_maflowu 2.1515 Training gain with only nhd_mavelu 2.0459 Training gain with only tx_alt 0.391 Training gain with only tx_aspect 0.0455 Training gain with only tx_bio1 0.1715 Training gain with only tx_bio12 0.3488 Training gain with only tx_bio13 0.2731 Training gain with only tx_bio14 0.3169 Training gain with only tx_bio15 0.282 Training gain with only tx_bio16 0.2552 Training gain with only tx_bio17 0.3177 Training gain with only tx_bio18 0.2241 Training gain with only tx_bio19 0.3068 Training gain with only tx_bio2 0.1214 Training gain with only tx_bio3 0.4065 Training gain with only tx_bio4 0.241 Training gain with only tx_bio5 0.5598 Training gain with only tx_bio6 0.1456 Training gain with only tx_bio7 0.1556 Training gain with only tx_cti 1.2208 Training gain with only tx_slope 0.107 Test gain without basin.1 4.6453 Test gain without huc 4.4695 Test gain without nhd_cumdr 4.6656 Test gain without nhd_maflowu 4.6887 Test gain without nhd_mavelu 4.6598 Test gain without tx_alt 4.6564 Test gain without tx_aspect 4.6639 Test gain without tx_bio1 4.6678 Test gain without tx_bio12 4.6679 Test gain without tx_bio13 4.668 Test gain without tx_bio14 4.668 Test gain without tx_bio15 4.6685 Test gain without tx_bio16 4.6679 Test gain without tx_bio17 4.668 Test gain without tx_bio18 4.6725 Test gain without tx_bio19 4.6675 Test gain without tx_bio2 4.6677 Test gain without tx_bio3 4.6697 Test gain without tx_bio4 4.6661 Test gain without tx_bio5 4.6639 Test gain without tx_bio6 4.6617 Test gain without tx_bio7 4.6619 Test gain without tx_cti 4.328 Test gain without tx_slope 4.6337 Test gain with only basin.1 1.4099 Test gain with only huc 2.0989 Test gain with only nhd_cumdr 2.4782 Test gain with only nhd_maflowu 2.1857 Test gain with only nhd_mavelu 2.256 Test gain with only tx_alt 0.4137 Test gain with only tx_aspect -0.0255 Test gain with only tx_bio1 0.2636 Test gain with only tx_bio12 0.4444 Test gain with only tx_bio13 0.3804 Test gain with only tx_bio14 0.3721 Test gain with only tx_bio15 0.3612 Test gain with only tx_bio16 0.3704 Test gain with only tx_bio17 0.3837 Test gain with only tx_bio18 0.2565 Test gain with only tx_bio19 0.3687 Test gain with only tx_bio2 0.1837 Test gain with only tx_bio3 0.525 Test gain with only tx_bio4 0.3445 Test gain with only tx_bio5 0.7067 Test gain with only tx_bio6 0.2872 Test gain with only tx_bio7 0.2436 Test gain with only tx_cti 1.4244 Test gain with only tx_slope 0.1078 AUC without basin.1 0.993 AUC without huc 0.9936 AUC without nhd_cumdr 0.9923 AUC without nhd_maflowu 0.9946 AUC without nhd_mavelu 0.9929 AUC without tx_alt 0.9925 AUC without tx_aspect 0.9932 AUC without tx_bio1 0.9929 AUC without tx_bio12 0.9929 AUC without tx_bio13 0.9929 AUC without tx_bio14 0.9929 AUC without tx_bio15 0.9929 AUC without tx_bio16 0.9929 AUC without tx_bio17 0.9929 AUC without tx_bio18 0.9931 AUC without tx_bio19 0.9929 AUC without tx_bio2 0.9929 AUC without tx_bio3 0.9929 AUC without tx_bio4 0.9929 AUC without tx_bio5 0.9925 AUC without tx_bio6 0.993 AUC without tx_bio7 0.9928 AUC without tx_cti 0.9912 AUC without tx_slope 0.9927 AUC with only basin.1 0.8935 AUC with only huc 0.9194 AUC with only nhd_cumdr 0.9652 AUC with only nhd_maflowu 0.9592 AUC with only nhd_mavelu 0.9601 AUC with only tx_alt 0.7386 AUC with only tx_aspect 0.5127 AUC with only tx_bio1 0.6857 AUC with only tx_bio12 0.7509 AUC with only tx_bio13 0.744 AUC with only tx_bio14 0.7145 AUC with only tx_bio15 0.7202 AUC with only tx_bio16 0.7374 AUC with only tx_bio17 0.7219 AUC with only tx_bio18 0.7585 AUC with only tx_bio19 0.7174 AUC with only tx_bio2 0.6421 AUC with only tx_bio3 0.762 AUC with only tx_bio4 0.7144 AUC with only tx_bio5 0.826 AUC with only tx_bio6 0.702 AUC with only tx_bio7 0.6826 AUC with only tx_cti 0.8553 AUC with only tx_slope 0.5512 Entropy 4.8448 Prevalence (average of logistic output over background sites) 0.0058 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0017 Fixed cumulative value 1 area 0.1389 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.0125 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.015 Fixed cumulative value 5 area 0.0367 Fixed cumulative value 5 training omission 0 Fixed cumulative value 5 test omission 0.0433 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.0712 Fixed cumulative value 10 area 0.0153 Fixed cumulative value 10 training omission 0 Fixed cumulative value 10 test omission 0.0775 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 31.3302 Minimum training presence logistic threshold 0.4267 Minimum training presence area 0.0043 Minimum training presence training omission 0 Minimum training presence test omission 0.195 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 46.9344 10 percentile training presence logistic threshold 0.6041 10 percentile training presence area 0.0023 10 percentile training presence training omission 0.096 10 percentile training presence test omission 0.3675 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 31.3302 Equal training sensitivity and specificity logistic threshold 0.4267 Equal training sensitivity and specificity area 0.0043 Equal training sensitivity and specificity training omission 0 Equal training sensitivity and specificity test omission 0.195 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 31.3302 Maximum training sensitivity plus specificity logistic threshold 0.4267 Maximum training sensitivity plus specificity area 0.0043 Maximum training sensitivity plus specificity training omission 0 Maximum training sensitivity plus specificity test omission 0.195 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 12.1657 Equal test sensitivity and specificity logistic threshold 0.1255 Equal test sensitivity and specificity area 0.0361 Equal test sensitivity and specificity training omission 0.0065 Equal test sensitivity and specificity test omission 0.0275 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 13.1175 Maximum test sensitivity plus specificity logistic threshold 0.1357 Maximum test sensitivity plus specificity area 0.0272 Maximum test sensitivity plus specificity training omission 0.007 Maximum test sensitivity plus specificity test omission 0.0117 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 2.4951 Balance training omission, predicted area and threshold value logistic threshold 0.0052 Balance training omission, predicted area and threshold value area 0.0737 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.0225 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 11.301 Equate entropy of thresholded and original distributions logistic threshold 0.0845 Equate entropy of thresholded and original distributions area 0.0129 Equate entropy of thresholded and original distributions training omission 0 Equate entropy of thresholded and original distributions test omission 0.0825 Equate entropy of thresholded and original distributions binomial probability 0