Species Fundulus_notatus (average) total records 248 #Training samples 149 Regularized training gain 2.3824 Unregularized training gain 2.7536 Iterations 500 Training AUC 0.9827 #Test samples 99 Test gain 2.6737 Test AUC 0.9617 AUC Standard Deviation 0.0067 AUCdiff 0.021369696 #Background points 10147.19 basin.1 contribution 2.4684 huc contribution 11.107 nhd_cumdr contribution 2.8424 nhd_maflowu contribution 14.4665 nhd_mavelu contribution 3.4832 tx_alt contribution 1.6966 tx_aspect contribution 0.5767 tx_bio1 contribution 1.3497 tx_bio12 contribution 3.1111 tx_bio13 contribution 0.1111 tx_bio14 contribution 14.2128 tx_bio15 contribution 13.5425 tx_bio16 contribution 0.4919 tx_bio17 contribution 4.2547 tx_bio18 contribution 0.2601 tx_bio19 contribution 3.473 tx_bio2 contribution 0.9614 tx_bio3 contribution 0.8419 tx_bio4 contribution 3.3183 tx_bio5 contribution 0.905 tx_bio6 contribution 2.2698 tx_bio7 contribution 0.4079 tx_cti contribution 13.6287 tx_slope contribution 0.2193 Training gain without basin.1 2.3766 Training gain without huc 2.2538 Training gain without nhd_cumdr 2.3605 Training gain without nhd_maflowu 2.3741 Training gain without nhd_mavelu 2.3672 Training gain without tx_alt 2.3658 Training gain without tx_aspect 2.3654 Training gain without tx_bio1 2.3824 Training gain without tx_bio12 2.3824 Training gain without tx_bio13 2.3828 Training gain without tx_bio14 2.3791 Training gain without tx_bio15 2.3777 Training gain without tx_bio16 2.3827 Training gain without tx_bio17 2.384 Training gain without tx_bio18 2.3826 Training gain without tx_bio19 2.3827 Training gain without tx_bio2 2.3813 Training gain without tx_bio3 2.3816 Training gain without tx_bio4 2.3778 Training gain without tx_bio5 2.3803 Training gain without tx_bio6 2.3768 Training gain without tx_bio7 2.3825 Training gain without tx_cti 2.2226 Training gain without tx_slope 2.3731 Training gain with only basin.1 0.841 Training gain with only huc 1.4574 Training gain with only nhd_cumdr 0.3611 Training gain with only nhd_maflowu 0.8605 Training gain with only nhd_mavelu 0.338 Training gain with only tx_alt 0.8439 Training gain with only tx_aspect 0.0323 Training gain with only tx_bio1 0.7174 Training gain with only tx_bio12 1.0924 Training gain with only tx_bio13 0.8649 Training gain with only tx_bio14 1.1656 Training gain with only tx_bio15 1.12 Training gain with only tx_bio16 1.0244 Training gain with only tx_bio17 1.1247 Training gain with only tx_bio18 0.6911 Training gain with only tx_bio19 1.1263 Training gain with only tx_bio2 0.8044 Training gain with only tx_bio3 0.345 Training gain with only tx_bio4 0.3722 Training gain with only tx_bio5 0.223 Training gain with only tx_bio6 0.7726 Training gain with only tx_bio7 0.5159 Training gain with only tx_cti 0.7158 Training gain with only tx_slope 0.0606 Test gain without basin.1 2.674 Test gain without huc 2.552 Test gain without nhd_cumdr 2.6391 Test gain without nhd_maflowu 2.6655 Test gain without nhd_mavelu 2.6607 Test gain without tx_alt 2.6553 Test gain without tx_aspect 2.6688 Test gain without tx_bio1 2.6739 Test gain without tx_bio12 2.6719 Test gain without tx_bio13 2.6734 Test gain without tx_bio14 2.6664 Test gain without tx_bio15 2.6691 Test gain without tx_bio16 2.6733 Test gain without tx_bio17 2.6705 Test gain without tx_bio18 2.6698 Test gain without tx_bio19 2.6738 Test gain without tx_bio2 2.6662 Test gain without tx_bio3 2.6661 Test gain without tx_bio4 2.6699 Test gain without tx_bio5 2.6667 Test gain without tx_bio6 2.6672 Test gain without tx_bio7 2.6725 Test gain without tx_cti 2.4501 Test gain without tx_slope 2.6764 Test gain with only basin.1 0.9072 Test gain with only huc 1.4448 Test gain with only nhd_cumdr 0.4602 Test gain with only nhd_maflowu 0.9719 Test gain with only nhd_mavelu 0.3841 Test gain with only tx_alt 0.8613 Test gain with only tx_aspect 0.0056 Test gain with only tx_bio1 0.7631 Test gain with only tx_bio12 1.1277 Test gain with only tx_bio13 0.9317 Test gain with only tx_bio14 1.1735 Test gain with only tx_bio15 1.1508 Test gain with only tx_bio16 1.0649 Test gain with only tx_bio17 1.1643 Test gain with only tx_bio18 0.7226 Test gain with only tx_bio19 1.1878 Test gain with only tx_bio2 0.8377 Test gain with only tx_bio3 0.3608 Test gain with only tx_bio4 0.3885 Test gain with only tx_bio5 0.242 Test gain with only tx_bio6 0.8028 Test gain with only tx_bio7 0.5166 Test gain with only tx_cti 0.6923 Test gain with only tx_slope 0.0533 AUC without basin.1 0.962 AUC without huc 0.9596 AUC without nhd_cumdr 0.9607 AUC without nhd_maflowu 0.9614 AUC without nhd_mavelu 0.9615 AUC without tx_alt 0.9612 AUC without tx_aspect 0.9622 AUC without tx_bio1 0.9618 AUC without tx_bio12 0.9617 AUC without tx_bio13 0.9618 AUC without tx_bio14 0.9615 AUC without tx_bio15 0.9614 AUC without tx_bio16 0.9619 AUC without tx_bio17 0.9616 AUC without tx_bio18 0.9616 AUC without tx_bio19 0.9617 AUC without tx_bio2 0.9616 AUC without tx_bio3 0.9616 AUC without tx_bio4 0.9614 AUC without tx_bio5 0.9615 AUC without tx_bio6 0.9619 AUC without tx_bio7 0.9618 AUC without tx_cti 0.9548 AUC without tx_slope 0.9622 AUC with only basin.1 0.8466 AUC with only huc 0.8925 AUC with only nhd_cumdr 0.7344 AUC with only nhd_maflowu 0.8412 AUC with only nhd_mavelu 0.7241 AUC with only tx_alt 0.8365 AUC with only tx_aspect 0.5447 AUC with only tx_bio1 0.8214 AUC with only tx_bio12 0.8611 AUC with only tx_bio13 0.8358 AUC with only tx_bio14 0.8724 AUC with only tx_bio15 0.8781 AUC with only tx_bio16 0.8529 AUC with only tx_bio17 0.8826 AUC with only tx_bio18 0.7857 AUC with only tx_bio19 0.8854 AUC with only tx_bio2 0.8317 AUC with only tx_bio3 0.6981 AUC with only tx_bio4 0.7328 AUC with only tx_bio5 0.6692 AUC with only tx_bio6 0.8298 AUC with only tx_bio7 0.7686 AUC with only tx_cti 0.8038 AUC with only tx_slope 0.2129 Entropy 7.1693 Prevalence (average of logistic output over background sites) 0.0631 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0133 Fixed cumulative value 1 area 0.3565 Fixed cumulative value 1 training omission 0.0001 Fixed cumulative value 1 test omission 0.0069 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0689 Fixed cumulative value 5 area 0.2103 Fixed cumulative value 5 training omission 0.004 Fixed cumulative value 5 test omission 0.0411 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.1277 Fixed cumulative value 10 area 0.1486 Fixed cumulative value 10 training omission 0.0167 Fixed cumulative value 10 test omission 0.0719 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 5.5385 Minimum training presence logistic threshold 0.0745 Minimum training presence area 0.2091 Minimum training presence training omission 0 Minimum training presence test omission 0.0405 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 33.0558 10 percentile training presence logistic threshold 0.3852 10 percentile training presence area 0.0509 10 percentile training presence training omission 0.0926 10 percentile training presence test omission 0.216 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 26.3239 Equal training sensitivity and specificity logistic threshold 0.3107 Equal training sensitivity and specificity area 0.067 Equal training sensitivity and specificity training omission 0.067 Equal training sensitivity and specificity test omission 0.1656 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 25.0799 Maximum training sensitivity plus specificity logistic threshold 0.297 Maximum training sensitivity plus specificity area 0.0726 Maximum training sensitivity plus specificity training omission 0.049 Maximum training sensitivity plus specificity test omission 0.1538 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 16.2896 Equal test sensitivity and specificity logistic threshold 0.1984 Equal test sensitivity and specificity area 0.1077 Equal test sensitivity and specificity training omission 0.0363 Equal test sensitivity and specificity test omission 0.1077 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 17.2118 Maximum test sensitivity plus specificity logistic threshold 0.2079 Maximum test sensitivity plus specificity area 0.1078 Maximum test sensitivity plus specificity training omission 0.0352 Maximum test sensitivity plus specificity test omission 0.0844 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 3.3712 Balance training omission, predicted area and threshold value logistic threshold 0.0474 Balance training omission, predicted area and threshold value area 0.2453 Balance training omission, predicted area and threshold value training omission 0.0001 Balance training omission, predicted area and threshold value test omission 0.027 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 12.2943 Equate entropy of thresholded and original distributions logistic threshold 0.1536 Equate entropy of thresholded and original distributions area 0.1302 Equate entropy of thresholded and original distributions training omission 0.0238 Equate entropy of thresholded and original distributions test omission 0.0849 Equate entropy of thresholded and original distributions binomial probability 0