Species Fundulus_blairae (average) total records 31 #Training samples 19 Regularized training gain 3.4744 Unregularized training gain 4.3485 Iterations 500 Training AUC 0.9961 #Test samples 12 Test gain 3.3284 Test AUC 0.9779 AUC Standard Deviation 0.0103 AUCdiff 0.018271258 #Background points 10019 basin.1 contribution 7.8922 huc contribution 17.3309 nhd_cumdr contribution 0.4324 nhd_maflowu contribution 5.2346 nhd_mavelu contribution 0.2098 tx_alt contribution 1.0416 tx_aspect contribution 1.1083 tx_bio1 contribution 0 tx_bio12 contribution 0.8167 tx_bio13 contribution 0.0118 tx_bio14 contribution 11.6446 tx_bio15 contribution 32.1454 tx_bio16 contribution 0.1398 tx_bio17 contribution 2.3548 tx_bio18 contribution 0.0323 tx_bio19 contribution 15.5084 tx_bio2 contribution 0.0675 tx_bio3 contribution 0.0013 tx_bio4 contribution 0 tx_bio5 contribution 0.0038 tx_bio6 contribution 0.0946 tx_bio7 contribution 0.0001 tx_cti contribution 3.6099 tx_slope contribution 0.3193 Training gain without basin.1 3.4578 Training gain without huc 3.2225 Training gain without nhd_cumdr 3.4679 Training gain without nhd_maflowu 3.4684 Training gain without nhd_mavelu 3.4701 Training gain without tx_alt 3.4497 Training gain without tx_aspect 3.4419 Training gain without tx_bio1 3.474 Training gain without tx_bio12 3.4739 Training gain without tx_bio13 3.4739 Training gain without tx_bio14 3.4032 Training gain without tx_bio15 3.4508 Training gain without tx_bio16 3.474 Training gain without tx_bio17 3.4536 Training gain without tx_bio18 3.474 Training gain without tx_bio19 3.4513 Training gain without tx_bio2 3.4717 Training gain without tx_bio3 3.4743 Training gain without tx_bio4 3.4744 Training gain without tx_bio5 3.4742 Training gain without tx_bio6 3.4696 Training gain without tx_bio7 3.4744 Training gain without tx_cti 3.3763 Training gain without tx_slope 3.462 Training gain with only basin.1 1.9001 Training gain with only huc 2.5326 Training gain with only nhd_cumdr 0.1653 Training gain with only nhd_maflowu 0.6795 Training gain with only nhd_mavelu 0.0328 Training gain with only tx_alt 1.4684 Training gain with only tx_aspect 0.0563 Training gain with only tx_bio1 0.4938 Training gain with only tx_bio12 2.0025 Training gain with only tx_bio13 0.9377 Training gain with only tx_bio14 1.9878 Training gain with only tx_bio15 2.1912 Training gain with only tx_bio16 1.7039 Training gain with only tx_bio17 1.9106 Training gain with only tx_bio18 1.37 Training gain with only tx_bio19 2.289 Training gain with only tx_bio2 0.7889 Training gain with only tx_bio3 0.1356 Training gain with only tx_bio4 0.362 Training gain with only tx_bio5 0.469 Training gain with only tx_bio6 0.8036 Training gain with only tx_bio7 0.6536 Training gain with only tx_cti 0.409 Training gain with only tx_slope 0.0677 Test gain without basin.1 3.3715 Test gain without huc 3.2673 Test gain without nhd_cumdr 3.3257 Test gain without nhd_maflowu 3.4096 Test gain without nhd_mavelu 3.3182 Test gain without tx_alt 3.313 Test gain without tx_aspect 3.2663 Test gain without tx_bio1 3.327 Test gain without tx_bio12 3.3236 Test gain without tx_bio13 3.3314 Test gain without tx_bio14 3.1937 Test gain without tx_bio15 3.2744 Test gain without tx_bio16 3.3167 Test gain without tx_bio17 3.2856 Test gain without tx_bio18 3.3321 Test gain without tx_bio19 3.2889 Test gain without tx_bio2 3.3247 Test gain without tx_bio3 3.3233 Test gain without tx_bio4 3.3216 Test gain without tx_bio5 3.3223 Test gain without tx_bio6 3.3094 Test gain without tx_bio7 3.3185 Test gain without tx_cti 3.139 Test gain without tx_slope 3.3703 Test gain with only basin.1 2.0168 Test gain with only huc 2.1536 Test gain with only nhd_cumdr 0.1314 Test gain with only nhd_maflowu 0.5373 Test gain with only nhd_mavelu 0.0321 Test gain with only tx_alt 1.4656 Test gain with only tx_aspect 0.0298 Test gain with only tx_bio1 0.7614 Test gain with only tx_bio12 2.0675 Test gain with only tx_bio13 1.07 Test gain with only tx_bio14 2.0324 Test gain with only tx_bio15 2.1832 Test gain with only tx_bio16 1.8296 Test gain with only tx_bio17 1.9706 Test gain with only tx_bio18 1.4825 Test gain with only tx_bio19 2.3448 Test gain with only tx_bio2 1.0925 Test gain with only tx_bio3 0.2351 Test gain with only tx_bio4 0.511 Test gain with only tx_bio5 0.8364 Test gain with only tx_bio6 1.0182 Test gain with only tx_bio7 0.8566 Test gain with only tx_cti 0.501 Test gain with only tx_slope -0.0488 AUC without basin.1 0.9791 AUC without huc 0.9765 AUC without nhd_cumdr 0.9779 AUC without nhd_maflowu 0.9801 AUC without nhd_mavelu 0.978 AUC without tx_alt 0.9781 AUC without tx_aspect 0.9781 AUC without tx_bio1 0.9779 AUC without tx_bio12 0.9778 AUC without tx_bio13 0.9781 AUC without tx_bio14 0.9763 AUC without tx_bio15 0.9768 AUC without tx_bio16 0.9778 AUC without tx_bio17 0.9775 AUC without tx_bio18 0.9779 AUC without tx_bio19 0.9768 AUC without tx_bio2 0.9778 AUC without tx_bio3 0.9781 AUC without tx_bio4 0.978 AUC without tx_bio5 0.978 AUC without tx_bio6 0.9777 AUC without tx_bio7 0.9777 AUC without tx_cti 0.975 AUC without tx_slope 0.9792 AUC with only basin.1 0.951 AUC with only huc 0.8855 AUC with only nhd_cumdr 0.6231 AUC with only nhd_maflowu 0.7978 AUC with only nhd_mavelu 0.5617 AUC with only tx_alt 0.9161 AUC with only tx_aspect 0.5605 AUC with only tx_bio1 0.8389 AUC with only tx_bio12 0.9546 AUC with only tx_bio13 0.8659 AUC with only tx_bio14 0.9482 AUC with only tx_bio15 0.9568 AUC with only tx_bio16 0.9414 AUC with only tx_bio17 0.9461 AUC with only tx_bio18 0.9169 AUC with only tx_bio19 0.9653 AUC with only tx_bio2 0.892 AUC with only tx_bio3 0.686 AUC with only tx_bio4 0.7629 AUC with only tx_bio5 0.868 AUC with only tx_bio6 0.8602 AUC with only tx_bio7 0.8352 AUC with only tx_cti 0.7835 AUC with only tx_slope 0.5366 Entropy 5.9914 Prevalence (average of logistic output over background sites) 0.0196 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0073 Fixed cumulative value 1 area 0.1656 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.0258 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0447 Fixed cumulative value 5 area 0.0749 Fixed cumulative value 5 training omission 0 Fixed cumulative value 5 test omission 0.08 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.1103 Fixed cumulative value 10 area 0.0467 Fixed cumulative value 10 training omission 0.0068 Fixed cumulative value 10 test omission 0.1442 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 21.6824 Minimum training presence logistic threshold 0.257 Minimum training presence area 0.0294 Minimum training presence training omission 0 Minimum training presence test omission 0.2067 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 34.4926 10 percentile training presence logistic threshold 0.4045 10 percentile training presence area 0.0158 10 percentile training presence training omission 0.0452 10 percentile training presence test omission 0.2925 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 21.8058 Equal training sensitivity and specificity logistic threshold 0.2588 Equal training sensitivity and specificity area 0.0289 Equal training sensitivity and specificity training omission 0.0231 Equal training sensitivity and specificity test omission 0.2167 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 21.6807 Maximum training sensitivity plus specificity logistic threshold 0.2569 Maximum training sensitivity plus specificity area 0.0294 Maximum training sensitivity plus specificity training omission 0 Maximum training sensitivity plus specificity test omission 0.205 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 8.2303 Equal test sensitivity and specificity logistic threshold 0.0862 Equal test sensitivity and specificity area 0.076 Equal test sensitivity and specificity training omission 0.0084 Equal test sensitivity and specificity test omission 0.0716 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 10.3154 Maximum test sensitivity plus specificity logistic threshold 0.1139 Maximum test sensitivity plus specificity area 0.0737 Maximum test sensitivity plus specificity training omission 0.0126 Maximum test sensitivity plus specificity test omission 0.0208 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 2.2617 Balance training omission, predicted area and threshold value logistic threshold 0.0161 Balance training omission, predicted area and threshold value area 0.1138 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.0458 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 11.9098 Equate entropy of thresholded and original distributions logistic threshold 0.1352 Equate entropy of thresholded and original distributions area 0.041 Equate entropy of thresholded and original distributions training omission 0.0121 Equate entropy of thresholded and original distributions test omission 0.1583 Equate entropy of thresholded and original distributions binomial probability 0