Species Fundulus_chrysotus (average) total records 34 #Training samples 21 Regularized training gain 3.4929 Unregularized training gain 4.4308 Iterations 500 Training AUC 0.9966 #Test samples 13 Test gain 3.2455 Test AUC 0.9708 AUC Standard Deviation 0.0135 AUCdiff 0.025888019 #Background points 10021 basin.1 contribution 7.4634 huc contribution 21.1565 nhd_cumdr contribution 1.0811 nhd_maflowu contribution 13.6789 nhd_mavelu contribution 0.4096 tx_alt contribution 5.1055 tx_aspect contribution 1.1497 tx_bio1 contribution 0.0073 tx_bio12 contribution 0.516 tx_bio13 contribution 0.0466 tx_bio14 contribution 1.4959 tx_bio15 contribution 24.2064 tx_bio16 contribution 0.0145 tx_bio17 contribution 2.1089 tx_bio18 contribution 0.551 tx_bio19 contribution 14.7224 tx_bio2 contribution 0.2432 tx_bio3 contribution 0.003 tx_bio4 contribution 0 tx_bio5 contribution 0.0012 tx_bio6 contribution 0.2899 tx_bio7 contribution 0.0009 tx_cti contribution 5.6356 tx_slope contribution 0.1122 Training gain without basin.1 3.4791 Training gain without huc 3.1529 Training gain without nhd_cumdr 3.4841 Training gain without nhd_maflowu 3.4742 Training gain without nhd_mavelu 3.4865 Training gain without tx_alt 3.4338 Training gain without tx_aspect 3.461 Training gain without tx_bio1 3.4927 Training gain without tx_bio12 3.4929 Training gain without tx_bio13 3.4926 Training gain without tx_bio14 3.4658 Training gain without tx_bio15 3.4717 Training gain without tx_bio16 3.4924 Training gain without tx_bio17 3.4665 Training gain without tx_bio18 3.4903 Training gain without tx_bio19 3.4894 Training gain without tx_bio2 3.4852 Training gain without tx_bio3 3.4932 Training gain without tx_bio4 3.4932 Training gain without tx_bio5 3.4931 Training gain without tx_bio6 3.4858 Training gain without tx_bio7 3.4928 Training gain without tx_cti 3.3437 Training gain without tx_slope 3.4902 Training gain with only basin.1 1.5269 Training gain with only huc 2.3359 Training gain with only nhd_cumdr 0.3097 Training gain with only nhd_maflowu 0.8079 Training gain with only nhd_mavelu 0.0867 Training gain with only tx_alt 1.4001 Training gain with only tx_aspect 0.0625 Training gain with only tx_bio1 0.3089 Training gain with only tx_bio12 1.5557 Training gain with only tx_bio13 0.8597 Training gain with only tx_bio14 1.454 Training gain with only tx_bio15 1.7477 Training gain with only tx_bio16 1.4114 Training gain with only tx_bio17 1.534 Training gain with only tx_bio18 1.1405 Training gain with only tx_bio19 1.7188 Training gain with only tx_bio2 0.6518 Training gain with only tx_bio3 0.1815 Training gain with only tx_bio4 0.2224 Training gain with only tx_bio5 0.2885 Training gain with only tx_bio6 0.5427 Training gain with only tx_bio7 0.4797 Training gain with only tx_cti 0.5771 Training gain with only tx_slope 0.107 Test gain without basin.1 3.2732 Test gain without huc 3.1214 Test gain without nhd_cumdr 3.2568 Test gain without nhd_maflowu 3.2115 Test gain without nhd_mavelu 3.2267 Test gain without tx_alt 3.187 Test gain without tx_aspect 3.2146 Test gain without tx_bio1 3.243 Test gain without tx_bio12 3.2436 Test gain without tx_bio13 3.2439 Test gain without tx_bio14 3.181 Test gain without tx_bio15 3.2345 Test gain without tx_bio16 3.2454 Test gain without tx_bio17 3.19 Test gain without tx_bio18 3.2359 Test gain without tx_bio19 3.2367 Test gain without tx_bio2 3.2433 Test gain without tx_bio3 3.2458 Test gain without tx_bio4 3.2456 Test gain without tx_bio5 3.2456 Test gain without tx_bio6 3.2375 Test gain without tx_bio7 3.2436 Test gain without tx_cti 3.0548 Test gain without tx_slope 3.2406 Test gain with only basin.1 1.4845 Test gain with only huc 1.7901 Test gain with only nhd_cumdr 0.2271 Test gain with only nhd_maflowu 0.7548 Test gain with only nhd_mavelu 0.073 Test gain with only tx_alt 1.3965 Test gain with only tx_aspect 0.0125 Test gain with only tx_bio1 0.4581 Test gain with only tx_bio12 1.6216 Test gain with only tx_bio13 0.9756 Test gain with only tx_bio14 1.514 Test gain with only tx_bio15 1.7512 Test gain with only tx_bio16 1.5068 Test gain with only tx_bio17 1.6076 Test gain with only tx_bio18 1.2304 Test gain with only tx_bio19 1.8214 Test gain with only tx_bio2 0.819 Test gain with only tx_bio3 0.2219 Test gain with only tx_bio4 0.3044 Test gain with only tx_bio5 0.4935 Test gain with only tx_bio6 0.6767 Test gain with only tx_bio7 0.6048 Test gain with only tx_cti 0.592 Test gain with only tx_slope 0.1078 AUC without basin.1 0.9717 AUC without huc 0.9718 AUC without nhd_cumdr 0.971 AUC without nhd_maflowu 0.97 AUC without nhd_mavelu 0.9705 AUC without tx_alt 0.969 AUC without tx_aspect 0.9704 AUC without tx_bio1 0.9708 AUC without tx_bio12 0.9708 AUC without tx_bio13 0.9708 AUC without tx_bio14 0.9701 AUC without tx_bio15 0.9714 AUC without tx_bio16 0.9708 AUC without tx_bio17 0.9708 AUC without tx_bio18 0.9708 AUC without tx_bio19 0.9707 AUC without tx_bio2 0.9713 AUC without tx_bio3 0.9709 AUC without tx_bio4 0.9708 AUC without tx_bio5 0.9708 AUC without tx_bio6 0.9707 AUC without tx_bio7 0.9708 AUC without tx_cti 0.9684 AUC without tx_slope 0.9705 AUC with only basin.1 0.894 AUC with only huc 0.8593 AUC with only nhd_cumdr 0.7007 AUC with only nhd_maflowu 0.8183 AUC with only nhd_mavelu 0.6115 AUC with only tx_alt 0.9098 AUC with only tx_aspect 0.5439 AUC with only tx_bio1 0.7739 AUC with only tx_bio12 0.9301 AUC with only tx_bio13 0.8423 AUC with only tx_bio14 0.9189 AUC with only tx_bio15 0.9352 AUC with only tx_bio16 0.9198 AUC with only tx_bio17 0.9253 AUC with only tx_bio18 0.9 AUC with only tx_bio19 0.9438 AUC with only tx_bio2 0.8341 AUC with only tx_bio3 0.6676 AUC with only tx_bio4 0.7 AUC with only tx_bio5 0.7996 AUC with only tx_bio6 0.8209 AUC with only tx_bio7 0.7857 AUC with only tx_cti 0.7884 AUC with only tx_slope 0.5512 Entropy 6.07 Prevalence (average of logistic output over background sites) 0.0211 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0073 Fixed cumulative value 1 area 0.1913 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.0308 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0391 Fixed cumulative value 5 area 0.0933 Fixed cumulative value 5 training omission 0.0033 Fixed cumulative value 5 test omission 0.0969 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.0889 Fixed cumulative value 10 area 0.0576 Fixed cumulative value 10 training omission 0.0081 Fixed cumulative value 10 test omission 0.1615 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 26.5728 Minimum training presence logistic threshold 0.2925 Minimum training presence area 0.0326 Minimum training presence training omission 0 Minimum training presence test omission 0.2569 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 51.8804 10 percentile training presence logistic threshold 0.5815 10 percentile training presence area 0.0073 10 percentile training presence training omission 0.0904 10 percentile training presence test omission 0.4277 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 27.7703 Equal training sensitivity and specificity logistic threshold 0.3057 Equal training sensitivity and specificity area 0.0254 Equal training sensitivity and specificity training omission 0.0205 Equal training sensitivity and specificity test omission 0.28 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 31.2792 Maximum training sensitivity plus specificity logistic threshold 0.3489 Maximum training sensitivity plus specificity area 0.0217 Maximum training sensitivity plus specificity training omission 0.0062 Maximum training sensitivity plus specificity test omission 0.2885 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 6.6969 Equal test sensitivity and specificity logistic threshold 0.0581 Equal test sensitivity and specificity area 0.0923 Equal test sensitivity and specificity training omission 0.0048 Equal test sensitivity and specificity test omission 0.0892 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 9.8193 Maximum test sensitivity plus specificity logistic threshold 0.0954 Maximum test sensitivity plus specificity area 0.0852 Maximum test sensitivity plus specificity training omission 0.0057 Maximum test sensitivity plus specificity test omission 0.0392 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 2.4256 Balance training omission, predicted area and threshold value logistic threshold 0.0173 Balance training omission, predicted area and threshold value area 0.1341 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.0538 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 13.6161 Equate entropy of thresholded and original distributions logistic threshold 0.13 Equate entropy of thresholded and original distributions area 0.0442 Equate entropy of thresholded and original distributions training omission 0.01 Equate entropy of thresholded and original distributions test omission 0.2031 Equate entropy of thresholded and original distributions binomial probability 0