Species Lepomis_macrochirus (average) total records 601 #Training samples 361 Regularized training gain 1.653 Unregularized training gain 1.9423 Iterations 500 Training AUC 0.9644 #Test samples 240 Test gain 2.0078 Test AUC 0.9348 AUC Standard Deviation 0.0076 AUCdiff 0.030692659 #Background points 10356.16 basin.1 contribution 5.844 huc contribution 11.8345 nhd_cumdr contribution 1.503 nhd_maflowu contribution 21.4275 nhd_mavelu contribution 3.9584 tx_alt contribution 12.2541 tx_aspect contribution 0.4152 tx_bio1 contribution 2.7045 tx_bio12 contribution 0.5072 tx_bio13 contribution 0.6212 tx_bio14 contribution 1.5059 tx_bio15 contribution 0.3033 tx_bio16 contribution 0.3815 tx_bio17 contribution 4.3139 tx_bio18 contribution 0.3904 tx_bio19 contribution 1.5956 tx_bio2 contribution 0.9458 tx_bio3 contribution 0.6458 tx_bio4 contribution 2.2737 tx_bio5 contribution 0.4438 tx_bio6 contribution 2.6295 tx_bio7 contribution 1.4917 tx_cti contribution 21.6576 tx_slope contribution 0.3517 Training gain without basin.1 1.6413 Training gain without huc 1.5506 Training gain without nhd_cumdr 1.6422 Training gain without nhd_maflowu 1.6426 Training gain without nhd_mavelu 1.6451 Training gain without tx_alt 1.6361 Training gain without tx_aspect 1.6477 Training gain without tx_bio1 1.6509 Training gain without tx_bio12 1.6533 Training gain without tx_bio13 1.6521 Training gain without tx_bio14 1.6494 Training gain without tx_bio15 1.65 Training gain without tx_bio16 1.6519 Training gain without tx_bio17 1.6524 Training gain without tx_bio18 1.6526 Training gain without tx_bio19 1.6519 Training gain without tx_bio2 1.6503 Training gain without tx_bio3 1.6506 Training gain without tx_bio4 1.6473 Training gain without tx_bio5 1.6534 Training gain without tx_bio6 1.6528 Training gain without tx_bio7 1.6526 Training gain without tx_cti 1.4594 Training gain without tx_slope 1.6427 Training gain with only basin.1 0.4282 Training gain with only huc 0.9556 Training gain with only nhd_cumdr 0.3305 Training gain with only nhd_maflowu 0.6278 Training gain with only nhd_mavelu 0.3196 Training gain with only tx_alt 0.4342 Training gain with only tx_aspect 0.0256 Training gain with only tx_bio1 0.4838 Training gain with only tx_bio12 0.4853 Training gain with only tx_bio13 0.3579 Training gain with only tx_bio14 0.5829 Training gain with only tx_bio15 0.423 Training gain with only tx_bio16 0.4202 Training gain with only tx_bio17 0.5911 Training gain with only tx_bio18 0.2981 Training gain with only tx_bio19 0.5993 Training gain with only tx_bio2 0.3268 Training gain with only tx_bio3 0.179 Training gain with only tx_bio4 0.2902 Training gain with only tx_bio5 0.1621 Training gain with only tx_bio6 0.4982 Training gain with only tx_bio7 0.3396 Training gain with only tx_cti 0.7043 Training gain with only tx_slope 0.0287 Test gain without basin.1 2.0011 Test gain without huc 1.9185 Test gain without nhd_cumdr 1.9885 Test gain without nhd_maflowu 1.9977 Test gain without nhd_mavelu 2.0005 Test gain without tx_alt 1.985 Test gain without tx_aspect 2.0076 Test gain without tx_bio1 2.0004 Test gain without tx_bio12 2.0064 Test gain without tx_bio13 2.0058 Test gain without tx_bio14 2.0028 Test gain without tx_bio15 2.0046 Test gain without tx_bio16 2.0065 Test gain without tx_bio17 2.0036 Test gain without tx_bio18 2.0069 Test gain without tx_bio19 2.0039 Test gain without tx_bio2 2.0033 Test gain without tx_bio3 2.0014 Test gain without tx_bio4 1.9976 Test gain without tx_bio5 2.0074 Test gain without tx_bio6 2.0082 Test gain without tx_bio7 2.0077 Test gain without tx_cti 1.7196 Test gain without tx_slope 2.0044 Test gain with only basin.1 0.4097 Test gain with only huc 0.9046 Test gain with only nhd_cumdr 0.3787 Test gain with only nhd_maflowu 0.6904 Test gain with only nhd_mavelu 0.3529 Test gain with only tx_alt 0.4612 Test gain with only tx_aspect 0.0175 Test gain with only tx_bio1 0.51 Test gain with only tx_bio12 0.5278 Test gain with only tx_bio13 0.3864 Test gain with only tx_bio14 0.599 Test gain with only tx_bio15 0.4403 Test gain with only tx_bio16 0.4446 Test gain with only tx_bio17 0.6444 Test gain with only tx_bio18 0.2935 Test gain with only tx_bio19 0.6688 Test gain with only tx_bio2 0.3502 Test gain with only tx_bio3 0.1972 Test gain with only tx_bio4 0.3091 Test gain with only tx_bio5 0.1949 Test gain with only tx_bio6 0.5179 Test gain with only tx_bio7 0.3538 Test gain with only tx_cti 0.7201 Test gain with only tx_slope 0.0105 AUC without basin.1 0.9347 AUC without huc 0.9314 AUC without nhd_cumdr 0.934 AUC without nhd_maflowu 0.9344 AUC without nhd_mavelu 0.9343 AUC without tx_alt 0.9328 AUC without tx_aspect 0.9348 AUC without tx_bio1 0.9347 AUC without tx_bio12 0.9348 AUC without tx_bio13 0.9347 AUC without tx_bio14 0.9347 AUC without tx_bio15 0.9347 AUC without tx_bio16 0.9348 AUC without tx_bio17 0.9348 AUC without tx_bio18 0.935 AUC without tx_bio19 0.9347 AUC without tx_bio2 0.9345 AUC without tx_bio3 0.9342 AUC without tx_bio4 0.9345 AUC without tx_bio5 0.9349 AUC without tx_bio6 0.9351 AUC without tx_bio7 0.9348 AUC without tx_cti 0.9153 AUC without tx_slope 0.9347 AUC with only basin.1 0.7308 AUC with only huc 0.8228 AUC with only nhd_cumdr 0.7247 AUC with only nhd_maflowu 0.8041 AUC with only nhd_mavelu 0.728 AUC with only tx_alt 0.7535 AUC with only tx_aspect 0.5549 AUC with only tx_bio1 0.7731 AUC with only tx_bio12 0.7402 AUC with only tx_bio13 0.7229 AUC with only tx_bio14 0.7545 AUC with only tx_bio15 0.7496 AUC with only tx_bio16 0.7195 AUC with only tx_bio17 0.7625 AUC with only tx_bio18 0.6747 AUC with only tx_bio19 0.7648 AUC with only tx_bio2 0.7297 AUC with only tx_bio3 0.6597 AUC with only tx_bio4 0.7109 AUC with only tx_bio5 0.6709 AUC with only tx_bio6 0.7737 AUC with only tx_bio7 0.7275 AUC with only tx_cti 0.8067 AUC with only tx_slope 0.3708 Entropy 7.8347 Prevalence (average of logistic output over background sites) 0.1233 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0216 Fixed cumulative value 1 area 0.6331 Fixed cumulative value 1 training omission 0.0001 Fixed cumulative value 1 test omission 0.0085 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0731 Fixed cumulative value 5 area 0.4109 Fixed cumulative value 5 training omission 0.0034 Fixed cumulative value 5 test omission 0.0291 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.1279 Fixed cumulative value 10 area 0.2947 Fixed cumulative value 10 training omission 0.0139 Fixed cumulative value 10 test omission 0.0513 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 4.0046 Minimum training presence logistic threshold 0.0601 Minimum training presence area 0.4627 Minimum training presence training omission 0 Minimum training presence test omission 0.0221 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 33.185 10 percentile training presence logistic threshold 0.3799 10 percentile training presence area 0.0996 10 percentile training presence training omission 0.0993 10 percentile training presence test omission 0.1909 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 32.9322 Equal training sensitivity and specificity logistic threshold 0.3775 Equal training sensitivity and specificity area 0.1002 Equal training sensitivity and specificity training omission 0.1002 Equal training sensitivity and specificity test omission 0.189 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 30.6531 Maximum training sensitivity plus specificity logistic threshold 0.3515 Maximum training sensitivity plus specificity area 0.1115 Maximum training sensitivity plus specificity training omission 0.0779 Maximum training sensitivity plus specificity test omission 0.1672 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 25.617 Equal test sensitivity and specificity logistic threshold 0.2968 Equal test sensitivity and specificity area 0.137 Equal test sensitivity and specificity training omission 0.0653 Equal test sensitivity and specificity test omission 0.1369 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 25.3967 Maximum test sensitivity plus specificity logistic threshold 0.2942 Maximum test sensitivity plus specificity area 0.1414 Maximum test sensitivity plus specificity training omission 0.0619 Maximum test sensitivity plus specificity test omission 0.1193 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 5.553 Balance training omission, predicted area and threshold value logistic threshold 0.079 Balance training omission, predicted area and threshold value area 0.3961 Balance training omission, predicted area and threshold value training omission 0.0018 Balance training omission, predicted area and threshold value test omission 0.0298 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 12.716 Equate entropy of thresholded and original distributions logistic threshold 0.1567 Equate entropy of thresholded and original distributions area 0.253 Equate entropy of thresholded and original distributions training omission 0.0212 Equate entropy of thresholded and original distributions test omission 0.0646 Equate entropy of thresholded and original distributions binomial probability 0