Species Micropterus_treculii (average100runs) total records 91 #Training samples 55 Regularized training gain 3.3743 Unregularized training gain 3.8739 Iterations 500 Training AUC 0.9947 #Test samples 36 Test gain 3.7108 Test AUC 0.9814 AUC Standard Deviation 0.0084 AUCdiff 0.013370866 #Background points 10055 basin.1 contribution 29.0284 huc contribution 12.1407 nhd_cumdr contribution 1.2499 nhd_maflowu contribution 26.1896 nhd_mavelu contribution 0.2295 tx_alt contribution 3.7629 tx_aspect contribution 0.9153 tx_bio1 contribution 0.3331 tx_bio12 contribution 0.1621 tx_bio13 contribution 0.0061 tx_bio14 contribution 5.3905 tx_bio15 contribution 2.5136 tx_bio16 contribution 0.0101 tx_bio17 contribution 0.0802 tx_bio18 contribution 0.0066 tx_bio19 contribution 3.5541 tx_bio2 contribution 0.0003 tx_bio3 contribution 0.019 tx_bio4 contribution 4.7149 tx_bio5 contribution 0.0211 tx_bio6 contribution 0.4564 tx_bio7 contribution 0.0171 tx_cti contribution 9.0125 tx_slope contribution 0.1858 Training gain without basin.1 3.3157 Training gain without huc 3.2151 Training gain without nhd_cumdr 3.3683 Training gain without nhd_maflowu 3.3443 Training gain without nhd_mavelu 3.3641 Training gain without tx_alt 3.3644 Training gain without tx_aspect 3.3439 Training gain without tx_bio1 3.373 Training gain without tx_bio12 3.3746 Training gain without tx_bio13 3.3744 Training gain without tx_bio14 3.3739 Training gain without tx_bio15 3.369 Training gain without tx_bio16 3.3745 Training gain without tx_bio17 3.3747 Training gain without tx_bio18 3.3747 Training gain without tx_bio19 3.3744 Training gain without tx_bio2 3.3748 Training gain without tx_bio3 3.3742 Training gain without tx_bio4 3.3696 Training gain without tx_bio5 3.3744 Training gain without tx_bio6 3.3552 Training gain without tx_bio7 3.3742 Training gain without tx_cti 3.1312 Training gain without tx_slope 3.3678 Training gain with only basin.1 1.4259 Training gain with only huc 2.0416 Training gain with only nhd_cumdr 0.5976 Training gain with only nhd_maflowu 1.0495 Training gain with only nhd_mavelu 0.6983 Training gain with only tx_alt 0.5267 Training gain with only tx_aspect 0.0728 Training gain with only tx_bio1 0.8549 Training gain with only tx_bio12 0.9531 Training gain with only tx_bio13 0.7101 Training gain with only tx_bio14 0.9321 Training gain with only tx_bio15 1.0864 Training gain with only tx_bio16 0.6944 Training gain with only tx_bio17 1.005 Training gain with only tx_bio18 0.2569 Training gain with only tx_bio19 0.9754 Training gain with only tx_bio2 0.3308 Training gain with only tx_bio3 0.2263 Training gain with only tx_bio4 0.6783 Training gain with only tx_bio5 0.2864 Training gain with only tx_bio6 0.8772 Training gain with only tx_bio7 0.6351 Training gain with only tx_cti 0.7921 Training gain with only tx_slope 0.0377 Test gain without basin.1 3.6885 Test gain without huc 3.5774 Test gain without nhd_cumdr 3.7038 Test gain without nhd_maflowu 3.6862 Test gain without nhd_mavelu 3.7004 Test gain without tx_alt 3.7168 Test gain without tx_aspect 3.6656 Test gain without tx_bio1 3.7089 Test gain without tx_bio12 3.7082 Test gain without tx_bio13 3.7095 Test gain without tx_bio14 3.7072 Test gain without tx_bio15 3.7109 Test gain without tx_bio16 3.7084 Test gain without tx_bio17 3.7113 Test gain without tx_bio18 3.7099 Test gain without tx_bio19 3.7091 Test gain without tx_bio2 3.7099 Test gain without tx_bio3 3.7095 Test gain without tx_bio4 3.7104 Test gain without tx_bio5 3.7108 Test gain without tx_bio6 3.697 Test gain without tx_bio7 3.7117 Test gain without tx_cti 3.3062 Test gain without tx_slope 3.7452 Test gain with only basin.1 1.5207 Test gain with only huc 2.0178 Test gain with only nhd_cumdr 0.6003 Test gain with only nhd_maflowu 1.1142 Test gain with only nhd_mavelu 0.7248 Test gain with only tx_alt 0.5032 Test gain with only tx_aspect 0.0521 Test gain with only tx_bio1 0.9315 Test gain with only tx_bio12 1.0307 Test gain with only tx_bio13 0.8133 Test gain with only tx_bio14 1.0013 Test gain with only tx_bio15 1.1513 Test gain with only tx_bio16 0.775 Test gain with only tx_bio17 1.0851 Test gain with only tx_bio18 0.2942 Test gain with only tx_bio19 1.056 Test gain with only tx_bio2 0.3605 Test gain with only tx_bio3 0.2598 Test gain with only tx_bio4 0.7759 Test gain with only tx_bio5 0.3557 Test gain with only tx_bio6 0.913 Test gain with only tx_bio7 0.7242 Test gain with only tx_cti 0.8292 Test gain with only tx_slope -0.0209 AUC without basin.1 0.981 AUC without huc 0.9809 AUC without nhd_cumdr 0.9818 AUC without nhd_maflowu 0.981 AUC without nhd_mavelu 0.9815 AUC without tx_alt 0.9821 AUC without tx_aspect 0.9811 AUC without tx_bio1 0.9813 AUC without tx_bio12 0.9811 AUC without tx_bio13 0.9812 AUC without tx_bio14 0.9812 AUC without tx_bio15 0.9811 AUC without tx_bio16 0.9812 AUC without tx_bio17 0.9813 AUC without tx_bio18 0.9812 AUC without tx_bio19 0.9813 AUC without tx_bio2 0.9812 AUC without tx_bio3 0.9812 AUC without tx_bio4 0.9812 AUC without tx_bio5 0.9814 AUC without tx_bio6 0.9806 AUC without tx_bio7 0.9814 AUC without tx_cti 0.9772 AUC without tx_slope 0.9844 AUC with only basin.1 0.9071 AUC with only huc 0.9229 AUC with only nhd_cumdr 0.8018 AUC with only nhd_maflowu 0.8708 AUC with only nhd_mavelu 0.8228 AUC with only tx_alt 0.7637 AUC with only tx_aspect 0.5797 AUC with only tx_bio1 0.8566 AUC with only tx_bio12 0.868 AUC with only tx_bio13 0.8316 AUC with only tx_bio14 0.867 AUC with only tx_bio15 0.8833 AUC with only tx_bio16 0.8263 AUC with only tx_bio17 0.8728 AUC with only tx_bio18 0.6802 AUC with only tx_bio19 0.8711 AUC with only tx_bio2 0.7234 AUC with only tx_bio3 0.6861 AUC with only tx_bio4 0.8294 AUC with only tx_bio5 0.7308 AUC with only tx_bio6 0.8497 AUC with only tx_bio7 0.8242 AUC with only tx_cti 0.8302 AUC with only tx_slope 0.4669 Entropy 6.1193 Prevalence (average of logistic output over background sites) 0.0213 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0035 Fixed cumulative value 1 area 0.333 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 0.0218 Fixed cumulative value 5 area 0.1335 Fixed cumulative value 5 training omission 0.0038 Fixed cumulative value 5 test omission 0.0214 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.0582 Fixed cumulative value 10 area 0.0716 Fixed cumulative value 10 training omission 0.0087 Fixed cumulative value 10 test omission 0.0436 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 11.3169 Minimum training presence logistic threshold 0.0834 Minimum training presence area 0.0857 Minimum training presence training omission 0 Minimum training presence test omission 0.0489 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 38.2958 10 percentile training presence logistic threshold 0.462 10 percentile training presence area 0.0114 10 percentile training presence training omission 0.0871 10 percentile training presence test omission 0.2414 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 20.6747 Equal training sensitivity and specificity logistic threshold 0.1896 Equal training sensitivity and specificity area 0.0308 Equal training sensitivity and specificity training omission 0.0317 Equal training sensitivity and specificity test omission 0.1156 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 21.366 Maximum training sensitivity plus specificity logistic threshold 0.2016 Maximum training sensitivity plus specificity area 0.0309 Maximum training sensitivity plus specificity training omission 0.0151 Maximum training sensitivity plus specificity test omission 0.1067 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 13.8717 Equal test sensitivity and specificity logistic threshold 0.1024 Equal test sensitivity and specificity area 0.0553 Equal test sensitivity and specificity training omission 0.0187 Equal test sensitivity and specificity test omission 0.055 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 15.0439 Maximum test sensitivity plus specificity logistic threshold 0.1212 Maximum test sensitivity plus specificity area 0.0547 Maximum test sensitivity plus specificity training omission 0.0176 Maximum test sensitivity plus specificity test omission 0.0303 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 4.1579 Balance training omission, predicted area and threshold value logistic threshold 0.0172 Balance training omission, predicted area and threshold value area 0.1539 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.017 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 14.7435 Equate entropy of thresholded and original distributions logistic threshold 0.1061 Equate entropy of thresholded and original distributions area 0.0459 Equate entropy of thresholded and original distributions training omission 0.0162 Equate entropy of thresholded and original distributions test omission 0.0731 Equate entropy of thresholded and original distributions binomial probability 0