Species Cyprinella_venusta (average) total records 565 #Training samples 339 Regularized training gain 2.0135 Unregularized training gain 2.273 Iterations 500 Training AUC 0.9783 #Test samples 226 Test gain 2.5649 Test AUC 0.9622 AUC Standard Deviation 0.0052 AUCdiff 0.016457119 #Background points 10334.25 basin.1 contribution 1.4518 huc contribution 8.1509 nhd_cumdr contribution 0.7162 nhd_maflowu contribution 17.8725 nhd_mavelu contribution 7.3821 tx_alt contribution 10.0388 tx_aspect contribution 0.2313 tx_bio1 contribution 10.3794 tx_bio12 contribution 0.3916 tx_bio13 contribution 0.511 tx_bio14 contribution 0.9325 tx_bio15 contribution 0.181 tx_bio16 contribution 0.1362 tx_bio17 contribution 1.469 tx_bio18 contribution 0.2698 tx_bio19 contribution 1.2759 tx_bio2 contribution 0.3863 tx_bio3 contribution 0.5628 tx_bio4 contribution 5.039 tx_bio5 contribution 0.2413 tx_bio6 contribution 14.0228 tx_bio7 contribution 0.6121 tx_cti contribution 17.3273 tx_slope contribution 0.4184 Training gain without basin.1 2.0112 Training gain without huc 1.9267 Training gain without nhd_cumdr 2.005 Training gain without nhd_maflowu 2.0093 Training gain without nhd_mavelu 2.0041 Training gain without tx_alt 1.9935 Training gain without tx_aspect 2.0087 Training gain without tx_bio1 2.004 Training gain without tx_bio12 2.0136 Training gain without tx_bio13 2.0137 Training gain without tx_bio14 2.0119 Training gain without tx_bio15 2.0123 Training gain without tx_bio16 2.0132 Training gain without tx_bio17 2.0143 Training gain without tx_bio18 2.0105 Training gain without tx_bio19 2.0131 Training gain without tx_bio2 2.0122 Training gain without tx_bio3 2.0124 Training gain without tx_bio4 2.0062 Training gain without tx_bio5 2.0142 Training gain without tx_bio6 2.0077 Training gain without tx_bio7 2.0126 Training gain without tx_cti 1.8091 Training gain without tx_slope 2.0069 Training gain with only basin.1 0.4671 Training gain with only huc 1.256 Training gain with only nhd_cumdr 0.4313 Training gain with only nhd_maflowu 0.7401 Training gain with only nhd_mavelu 0.4627 Training gain with only tx_alt 0.5175 Training gain with only tx_aspect 0.0176 Training gain with only tx_bio1 0.8258 Training gain with only tx_bio12 0.5598 Training gain with only tx_bio13 0.391 Training gain with only tx_bio14 0.6642 Training gain with only tx_bio15 0.513 Training gain with only tx_bio16 0.4576 Training gain with only tx_bio17 0.6482 Training gain with only tx_bio18 0.3042 Training gain with only tx_bio19 0.6624 Training gain with only tx_bio2 0.4246 Training gain with only tx_bio3 0.282 Training gain with only tx_bio4 0.5206 Training gain with only tx_bio5 0.2094 Training gain with only tx_bio6 0.8438 Training gain with only tx_bio7 0.5176 Training gain with only tx_cti 0.7455 Training gain with only tx_slope 0.0242 Test gain without basin.1 2.5638 Test gain without huc 2.4531 Test gain without nhd_cumdr 2.5505 Test gain without nhd_maflowu 2.5597 Test gain without nhd_mavelu 2.5585 Test gain without tx_alt 2.5365 Test gain without tx_aspect 2.5625 Test gain without tx_bio1 2.5527 Test gain without tx_bio12 2.5627 Test gain without tx_bio13 2.5643 Test gain without tx_bio14 2.5623 Test gain without tx_bio15 2.5612 Test gain without tx_bio16 2.5634 Test gain without tx_bio17 2.5662 Test gain without tx_bio18 2.5595 Test gain without tx_bio19 2.5615 Test gain without tx_bio2 2.5599 Test gain without tx_bio3 2.5638 Test gain without tx_bio4 2.5524 Test gain without tx_bio5 2.5641 Test gain without tx_bio6 2.5619 Test gain without tx_bio7 2.562 Test gain without tx_cti 2.2284 Test gain without tx_slope 2.5627 Test gain with only basin.1 0.4956 Test gain with only huc 1.2905 Test gain with only nhd_cumdr 0.5462 Test gain with only nhd_maflowu 0.8605 Test gain with only nhd_mavelu 0.524 Test gain with only tx_alt 0.5443 Test gain with only tx_aspect 0.0086 Test gain with only tx_bio1 0.8562 Test gain with only tx_bio12 0.6468 Test gain with only tx_bio13 0.4531 Test gain with only tx_bio14 0.7132 Test gain with only tx_bio15 0.559 Test gain with only tx_bio16 0.5273 Test gain with only tx_bio17 0.7325 Test gain with only tx_bio18 0.3176 Test gain with only tx_bio19 0.7386 Test gain with only tx_bio2 0.4588 Test gain with only tx_bio3 0.2926 Test gain with only tx_bio4 0.5389 Test gain with only tx_bio5 0.2395 Test gain with only tx_bio6 0.8597 Test gain with only tx_bio7 0.5324 Test gain with only tx_cti 0.7452 Test gain with only tx_slope 0.0219 AUC without basin.1 0.9623 AUC without huc 0.9594 AUC without nhd_cumdr 0.9619 AUC without nhd_maflowu 0.9622 AUC without nhd_mavelu 0.962 AUC without tx_alt 0.9614 AUC without tx_aspect 0.9622 AUC without tx_bio1 0.9619 AUC without tx_bio12 0.9623 AUC without tx_bio13 0.9621 AUC without tx_bio14 0.9622 AUC without tx_bio15 0.9621 AUC without tx_bio16 0.9622 AUC without tx_bio17 0.9623 AUC without tx_bio18 0.9621 AUC without tx_bio19 0.9622 AUC without tx_bio2 0.9621 AUC without tx_bio3 0.9622 AUC without tx_bio4 0.9617 AUC without tx_bio5 0.9622 AUC without tx_bio6 0.9623 AUC without tx_bio7 0.9621 AUC without tx_cti 0.9496 AUC without tx_slope 0.962 AUC with only basin.1 0.7607 AUC with only huc 0.8898 AUC with only nhd_cumdr 0.7569 AUC with only nhd_maflowu 0.827 AUC with only nhd_mavelu 0.7693 AUC with only tx_alt 0.7663 AUC with only tx_aspect 0.5315 AUC with only tx_bio1 0.8418 AUC with only tx_bio12 0.7699 AUC with only tx_bio13 0.7436 AUC with only tx_bio14 0.7818 AUC with only tx_bio15 0.7833 AUC with only tx_bio16 0.7444 AUC with only tx_bio17 0.7816 AUC with only tx_bio18 0.6701 AUC with only tx_bio19 0.7817 AUC with only tx_bio2 0.7531 AUC with only tx_bio3 0.697 AUC with only tx_bio4 0.7756 AUC with only tx_bio5 0.6734 AUC with only tx_bio6 0.8399 AUC with only tx_bio7 0.7739 AUC with only tx_cti 0.8045 AUC with only tx_slope 0.5067 Entropy 7.48 Prevalence (average of logistic output over background sites) 0.0861 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0154 Fixed cumulative value 1 area 0.4808 Fixed cumulative value 1 training omission 0.0004 Fixed cumulative value 1 test omission 0.0062 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0678 Fixed cumulative value 5 area 0.2922 Fixed cumulative value 5 training omission 0.0054 Fixed cumulative value 5 test omission 0.0217 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.1245 Fixed cumulative value 10 area 0.2062 Fixed cumulative value 10 training omission 0.013 Fixed cumulative value 10 test omission 0.0403 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 2.9473 Minimum training presence logistic threshold 0.0412 Minimum training presence area 0.3905 Minimum training presence training omission 0 Minimum training presence test omission 0.0126 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 36.2895 10 percentile training presence logistic threshold 0.4121 10 percentile training presence area 0.0605 10 percentile training presence training omission 0.0968 10 percentile training presence test omission 0.1723 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 31.0871 Equal training sensitivity and specificity logistic threshold 0.3579 Equal training sensitivity and specificity area 0.0748 Equal training sensitivity and specificity training omission 0.0748 Equal training sensitivity and specificity test omission 0.1432 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 28.1874 Maximum training sensitivity plus specificity logistic threshold 0.3258 Maximum training sensitivity plus specificity area 0.0861 Maximum training sensitivity plus specificity training omission 0.055 Maximum training sensitivity plus specificity test omission 0.124 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 23.7709 Equal test sensitivity and specificity logistic threshold 0.2771 Equal test sensitivity and specificity area 0.1032 Equal test sensitivity and specificity training omission 0.0493 Equal test sensitivity and specificity test omission 0.1032 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 23.2303 Maximum test sensitivity plus specificity logistic threshold 0.2708 Maximum test sensitivity plus specificity area 0.1082 Maximum test sensitivity plus specificity training omission 0.0461 Maximum test sensitivity plus specificity test omission 0.0868 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 4.1348 Balance training omission, predicted area and threshold value logistic threshold 0.0571 Balance training omission, predicted area and threshold value area 0.3176 Balance training omission, predicted area and threshold value training omission 0.0019 Balance training omission, predicted area and threshold value test omission 0.0172 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 12.6021 Equate entropy of thresholded and original distributions logistic threshold 0.1533 Equate entropy of thresholded and original distributions area 0.1775 Equate entropy of thresholded and original distributions training omission 0.0181 Equate entropy of thresholded and original distributions test omission 0.0506 Equate entropy of thresholded and original distributions binomial probability 0