Species Micropterus_salmoides (average) total records 400 #Training samples 240 Regularized training gain 1.7924 Unregularized training gain 2.1865 Iterations 500 Training AUC 0.9692 #Test samples 160 Test gain 2.0437 Test AUC 0.9322 AUC Standard Deviation 0.01 AUCdiff 0.038175815 #Background points 10235.81 basin.1 contribution 2.5621 huc contribution 17.7378 nhd_cumdr contribution 1.0189 nhd_maflowu contribution 14.8051 nhd_mavelu contribution 6.1678 tx_alt contribution 14.0512 tx_aspect contribution 0.9186 tx_bio1 contribution 3.5976 tx_bio12 contribution 0.2676 tx_bio13 contribution 0.555 tx_bio14 contribution 0.7215 tx_bio15 contribution 0.2944 tx_bio16 contribution 0.2708 tx_bio17 contribution 1.7358 tx_bio18 contribution 0.2632 tx_bio19 contribution 0.8612 tx_bio2 contribution 0.5711 tx_bio3 contribution 0.2225 tx_bio4 contribution 4.0981 tx_bio5 contribution 0.4533 tx_bio6 contribution 4.8668 tx_bio7 contribution 0.9343 tx_cti contribution 21.7552 tx_slope contribution 1.2701 Training gain without basin.1 1.7866 Training gain without huc 1.6143 Training gain without nhd_cumdr 1.7851 Training gain without nhd_maflowu 1.7821 Training gain without nhd_mavelu 1.7805 Training gain without tx_alt 1.7642 Training gain without tx_aspect 1.7756 Training gain without tx_bio1 1.7883 Training gain without tx_bio12 1.793 Training gain without tx_bio13 1.7928 Training gain without tx_bio14 1.7882 Training gain without tx_bio15 1.7919 Training gain without tx_bio16 1.7925 Training gain without tx_bio17 1.792 Training gain without tx_bio18 1.7912 Training gain without tx_bio19 1.7918 Training gain without tx_bio2 1.7903 Training gain without tx_bio3 1.7921 Training gain without tx_bio4 1.7855 Training gain without tx_bio5 1.7912 Training gain without tx_bio6 1.7908 Training gain without tx_bio7 1.7915 Training gain without tx_cti 1.5395 Training gain without tx_slope 1.766 Training gain with only basin.1 0.2612 Training gain with only huc 0.9484 Training gain with only nhd_cumdr 0.2833 Training gain with only nhd_maflowu 0.5202 Training gain with only nhd_mavelu 0.3145 Training gain with only tx_alt 0.3779 Training gain with only tx_aspect 0.0397 Training gain with only tx_bio1 0.4452 Training gain with only tx_bio12 0.3146 Training gain with only tx_bio13 0.2248 Training gain with only tx_bio14 0.3631 Training gain with only tx_bio15 0.3132 Training gain with only tx_bio16 0.2316 Training gain with only tx_bio17 0.3841 Training gain with only tx_bio18 0.1549 Training gain with only tx_bio19 0.3793 Training gain with only tx_bio2 0.2811 Training gain with only tx_bio3 0.1509 Training gain with only tx_bio4 0.246 Training gain with only tx_bio5 0.1605 Training gain with only tx_bio6 0.4571 Training gain with only tx_bio7 0.2693 Training gain with only tx_cti 0.6264 Training gain with only tx_slope 0.0195 Test gain without basin.1 2.0408 Test gain without huc 1.8574 Test gain without nhd_cumdr 2.0398 Test gain without nhd_maflowu 2.0313 Test gain without nhd_mavelu 2.0327 Test gain without tx_alt 2.0105 Test gain without tx_aspect 2.0388 Test gain without tx_bio1 2.0365 Test gain without tx_bio12 2.0434 Test gain without tx_bio13 2.0452 Test gain without tx_bio14 2.0411 Test gain without tx_bio15 2.0455 Test gain without tx_bio16 2.0434 Test gain without tx_bio17 2.0445 Test gain without tx_bio18 2.0423 Test gain without tx_bio19 2.0429 Test gain without tx_bio2 2.0398 Test gain without tx_bio3 2.0453 Test gain without tx_bio4 2.0326 Test gain without tx_bio5 2.0445 Test gain without tx_bio6 2.0468 Test gain without tx_bio7 2.0434 Test gain without tx_cti 1.679 Test gain without tx_slope 2.0399 Test gain with only basin.1 0.2487 Test gain with only huc 0.881 Test gain with only nhd_cumdr 0.3105 Test gain with only nhd_maflowu 0.567 Test gain with only nhd_mavelu 0.3332 Test gain with only tx_alt 0.3986 Test gain with only tx_aspect 0.0277 Test gain with only tx_bio1 0.4792 Test gain with only tx_bio12 0.3584 Test gain with only tx_bio13 0.2544 Test gain with only tx_bio14 0.3804 Test gain with only tx_bio15 0.3266 Test gain with only tx_bio16 0.2619 Test gain with only tx_bio17 0.4353 Test gain with only tx_bio18 0.1715 Test gain with only tx_bio19 0.4294 Test gain with only tx_bio2 0.2962 Test gain with only tx_bio3 0.1559 Test gain with only tx_bio4 0.2658 Test gain with only tx_bio5 0.179 Test gain with only tx_bio6 0.4699 Test gain with only tx_bio7 0.2815 Test gain with only tx_cti 0.6456 Test gain with only tx_slope -0.0274 AUC without basin.1 0.9321 AUC without huc 0.9227 AUC without nhd_cumdr 0.9324 AUC without nhd_maflowu 0.9316 AUC without nhd_mavelu 0.9314 AUC without tx_alt 0.93 AUC without tx_aspect 0.9316 AUC without tx_bio1 0.9321 AUC without tx_bio12 0.9321 AUC without tx_bio13 0.9322 AUC without tx_bio14 0.9322 AUC without tx_bio15 0.9324 AUC without tx_bio16 0.9323 AUC without tx_bio17 0.9322 AUC without tx_bio18 0.9321 AUC without tx_bio19 0.9321 AUC without tx_bio2 0.932 AUC without tx_bio3 0.9323 AUC without tx_bio4 0.9316 AUC without tx_bio5 0.9322 AUC without tx_bio6 0.9326 AUC without tx_bio7 0.9322 AUC without tx_cti 0.9107 AUC without tx_slope 0.9319 AUC with only basin.1 0.6909 AUC with only huc 0.834 AUC with only nhd_cumdr 0.7117 AUC with only nhd_maflowu 0.7789 AUC with only nhd_mavelu 0.7205 AUC with only tx_alt 0.7408 AUC with only tx_aspect 0.5514 AUC with only tx_bio1 0.7677 AUC with only tx_bio12 0.7088 AUC with only tx_bio13 0.6849 AUC with only tx_bio14 0.7085 AUC with only tx_bio15 0.7195 AUC with only tx_bio16 0.6766 AUC with only tx_bio17 0.7197 AUC with only tx_bio18 0.6374 AUC with only tx_bio19 0.7231 AUC with only tx_bio2 0.7099 AUC with only tx_bio3 0.6455 AUC with only tx_bio4 0.7035 AUC with only tx_bio5 0.6603 AUC with only tx_bio6 0.7652 AUC with only tx_bio7 0.7056 AUC with only tx_cti 0.7872 AUC with only tx_slope 0.4882 Entropy 7.7102 Prevalence (average of logistic output over background sites) 0.1089 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.018 Fixed cumulative value 1 area 0.6305 Fixed cumulative value 1 training omission 0.0001 Fixed cumulative value 1 test omission 0.0135 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0624 Fixed cumulative value 5 area 0.3941 Fixed cumulative value 5 training omission 0.0039 Fixed cumulative value 5 test omission 0.0376 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.1143 Fixed cumulative value 10 area 0.2748 Fixed cumulative value 10 training omission 0.0127 Fixed cumulative value 10 test omission 0.0616 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 4.5497 Minimum training presence logistic threshold 0.0571 Minimum training presence area 0.4378 Minimum training presence training omission 0 Minimum training presence test omission 0.0322 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 33.5269 10 percentile training presence logistic threshold 0.3717 10 percentile training presence area 0.0865 10 percentile training presence training omission 0.0992 10 percentile training presence test omission 0.2174 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 31.747 Equal training sensitivity and specificity logistic threshold 0.3526 Equal training sensitivity and specificity area 0.0929 Equal training sensitivity and specificity training omission 0.0927 Equal training sensitivity and specificity test omission 0.2047 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 29.1552 Maximum training sensitivity plus specificity logistic threshold 0.3236 Maximum training sensitivity plus specificity area 0.106 Maximum training sensitivity plus specificity training omission 0.0672 Maximum training sensitivity plus specificity test omission 0.1792 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 22.8654 Equal test sensitivity and specificity logistic threshold 0.2548 Equal test sensitivity and specificity area 0.1395 Equal test sensitivity and specificity training omission 0.0512 Equal test sensitivity and specificity test omission 0.1397 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 23.0262 Maximum test sensitivity plus specificity logistic threshold 0.2562 Maximum test sensitivity plus specificity area 0.1412 Maximum test sensitivity plus specificity training omission 0.051 Maximum test sensitivity plus specificity test omission 0.1208 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 5.8579 Balance training omission, predicted area and threshold value logistic threshold 0.0713 Balance training omission, predicted area and threshold value area 0.3698 Balance training omission, predicted area and threshold value training omission 0.0025 Balance training omission, predicted area and threshold value test omission 0.0406 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 13.4753 Equate entropy of thresholded and original distributions logistic threshold 0.151 Equate entropy of thresholded and original distributions area 0.2236 Equate entropy of thresholded and original distributions training omission 0.0205 Equate entropy of thresholded and original distributions test omission 0.0787 Equate entropy of thresholded and original distributions binomial probability 0