Species Cichlasoma_cyanoguttatum (average100runs) total records 164 #Training samples 99 Regularized training gain 3.0287 Unregularized training gain 3.6025 Iterations 500 Training AUC 0.9954 #Test samples 65 Test gain 3.5695 Test AUC 0.9769 AUC Standard Deviation 0.008 AUCdiff 0.018585493 #Background points 10098.39 basin.1 contribution 3.1328 huc contribution 9.0309 nhd_cumdr contribution 1.7209 nhd_maflowu contribution 5.6849 nhd_mavelu contribution 13.1946 tx_alt contribution 4.1753 tx_aspect contribution 1.1762 tx_bio1 contribution 22.6905 tx_bio12 contribution 3.7335 tx_bio13 contribution 2.4464 tx_bio14 contribution 3.3396 tx_bio15 contribution 3.0395 tx_bio16 contribution 0.4535 tx_bio17 contribution 0.7125 tx_bio18 contribution 0.9329 tx_bio19 contribution 1.8336 tx_bio2 contribution 0.2084 tx_bio3 contribution 1.0984 tx_bio4 contribution 8.3928 tx_bio5 contribution 0.5397 tx_bio6 contribution 1.7112 tx_bio7 contribution 0.8 tx_cti contribution 9.45 tx_slope contribution 0.5018 Training gain without basin.1 3.011 Training gain without huc 2.9385 Training gain without nhd_cumdr 3.0197 Training gain without nhd_maflowu 3.0127 Training gain without nhd_mavelu 2.995 Training gain without tx_alt 3.0094 Training gain without tx_aspect 2.9893 Training gain without tx_bio1 3.0013 Training gain without tx_bio12 3.0247 Training gain without tx_bio13 3.0235 Training gain without tx_bio14 3.0194 Training gain without tx_bio15 3.0254 Training gain without tx_bio16 3.0262 Training gain without tx_bio17 3.0248 Training gain without tx_bio18 3.024 Training gain without tx_bio19 3.0279 Training gain without tx_bio2 3.0285 Training gain without tx_bio3 3.0273 Training gain without tx_bio4 3.0084 Training gain without tx_bio5 3.0265 Training gain without tx_bio6 3.0262 Training gain without tx_bio7 3.0283 Training gain without tx_cti 2.8199 Training gain without tx_slope 3.0146 Training gain with only basin.1 0.7178 Training gain with only huc 1.8277 Training gain with only nhd_cumdr 0.5586 Training gain with only nhd_maflowu 0.6151 Training gain with only nhd_mavelu 0.6196 Training gain with only tx_alt 0.5626 Training gain with only tx_aspect 0.0849 Training gain with only tx_bio1 0.8816 Training gain with only tx_bio12 0.4966 Training gain with only tx_bio13 0.357 Training gain with only tx_bio14 0.3918 Training gain with only tx_bio15 0.458 Training gain with only tx_bio16 0.3641 Training gain with only tx_bio17 0.4739 Training gain with only tx_bio18 0.2914 Training gain with only tx_bio19 0.5534 Training gain with only tx_bio2 0.2885 Training gain with only tx_bio3 0.3587 Training gain with only tx_bio4 0.6776 Training gain with only tx_bio5 0.2842 Training gain with only tx_bio6 0.63 Training gain with only tx_bio7 0.504 Training gain with only tx_cti 0.5657 Training gain with only tx_slope 0.0948 Test gain without basin.1 3.5537 Test gain without huc 3.4932 Test gain without nhd_cumdr 3.5511 Test gain without nhd_maflowu 3.5532 Test gain without nhd_mavelu 3.5366 Test gain without tx_alt 3.5473 Test gain without tx_aspect 3.5132 Test gain without tx_bio1 3.5377 Test gain without tx_bio12 3.5602 Test gain without tx_bio13 3.5703 Test gain without tx_bio14 3.5561 Test gain without tx_bio15 3.5613 Test gain without tx_bio16 3.5497 Test gain without tx_bio17 3.5598 Test gain without tx_bio18 3.5636 Test gain without tx_bio19 3.5619 Test gain without tx_bio2 3.5625 Test gain without tx_bio3 3.5703 Test gain without tx_bio4 3.5268 Test gain without tx_bio5 3.5713 Test gain without tx_bio6 3.5729 Test gain without tx_bio7 3.5674 Test gain without tx_cti 3.1984 Test gain without tx_slope 3.5499 Test gain with only basin.1 0.8037 Test gain with only huc 1.8309 Test gain with only nhd_cumdr 0.6204 Test gain with only nhd_maflowu 0.6212 Test gain with only nhd_mavelu 0.6601 Test gain with only tx_alt 0.5788 Test gain with only tx_aspect 0.0647 Test gain with only tx_bio1 0.9165 Test gain with only tx_bio12 0.6188 Test gain with only tx_bio13 0.4013 Test gain with only tx_bio14 0.4618 Test gain with only tx_bio15 0.5448 Test gain with only tx_bio16 0.4259 Test gain with only tx_bio17 0.5753 Test gain with only tx_bio18 0.3122 Test gain with only tx_bio19 0.6474 Test gain with only tx_bio2 0.3154 Test gain with only tx_bio3 0.3934 Test gain with only tx_bio4 0.7387 Test gain with only tx_bio5 0.2782 Test gain with only tx_bio6 0.6333 Test gain with only tx_bio7 0.5446 Test gain with only tx_cti 0.5812 Test gain with only tx_slope 0.094 AUC without basin.1 0.9763 AUC without huc 0.9759 AUC without nhd_cumdr 0.9766 AUC without nhd_maflowu 0.9771 AUC without nhd_mavelu 0.9764 AUC without tx_alt 0.9761 AUC without tx_aspect 0.9768 AUC without tx_bio1 0.9762 AUC without tx_bio12 0.9765 AUC without tx_bio13 0.977 AUC without tx_bio14 0.9763 AUC without tx_bio15 0.9766 AUC without tx_bio16 0.9763 AUC without tx_bio17 0.9766 AUC without tx_bio18 0.9767 AUC without tx_bio19 0.9765 AUC without tx_bio2 0.9765 AUC without tx_bio3 0.9768 AUC without tx_bio4 0.9764 AUC without tx_bio5 0.977 AUC without tx_bio6 0.9768 AUC without tx_bio7 0.9766 AUC without tx_cti 0.9704 AUC without tx_slope 0.9767 AUC with only basin.1 0.8232 AUC with only huc 0.9177 AUC with only nhd_cumdr 0.7709 AUC with only nhd_maflowu 0.7872 AUC with only nhd_mavelu 0.8008 AUC with only tx_alt 0.7858 AUC with only tx_aspect 0.6009 AUC with only tx_bio1 0.8539 AUC with only tx_bio12 0.7873 AUC with only tx_bio13 0.7461 AUC with only tx_bio14 0.7619 AUC with only tx_bio15 0.7829 AUC with only tx_bio16 0.7434 AUC with only tx_bio17 0.7813 AUC with only tx_bio18 0.7176 AUC with only tx_bio19 0.7792 AUC with only tx_bio2 0.705 AUC with only tx_bio3 0.7296 AUC with only tx_bio4 0.8199 AUC with only tx_bio5 0.706 AUC with only tx_bio6 0.7941 AUC with only tx_bio7 0.7773 AUC with only tx_cti 0.7891 AUC with only tx_slope 0.631 Entropy 6.6835 Prevalence (average of logistic output over background sites) 0.0381 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0051 Fixed cumulative value 1 area 0.4225 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.0088 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0312 Fixed cumulative value 5 area 0.1839 Fixed cumulative value 5 training omission 0 Fixed cumulative value 5 test omission 0.0256 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.0797 Fixed cumulative value 10 area 0.1079 Fixed cumulative value 10 training omission 0.0015 Fixed cumulative value 10 test omission 0.0494 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 15.9105 Minimum training presence logistic threshold 0.1517 Minimum training presence area 0.0765 Minimum training presence training omission 0 Minimum training presence test omission 0.0758 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 51.4468 10 percentile training presence logistic threshold 0.5912 10 percentile training presence area 0.0121 10 percentile training presence training omission 0.0897 10 percentile training presence test omission 0.2508 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 30.6887 Equal training sensitivity and specificity logistic threshold 0.3477 Equal training sensitivity and specificity area 0.0314 Equal training sensitivity and specificity training omission 0.0315 Equal training sensitivity and specificity test omission 0.1491 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 30.1627 Maximum training sensitivity plus specificity logistic threshold 0.3388 Maximum training sensitivity plus specificity area 0.0338 Maximum training sensitivity plus specificity training omission 0.0184 Maximum training sensitivity plus specificity test omission 0.1409 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 16.2433 Equal test sensitivity and specificity logistic threshold 0.1556 Equal test sensitivity and specificity area 0.0728 Equal test sensitivity and specificity training omission 0.0081 Equal test sensitivity and specificity test omission 0.0731 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 18.7902 Maximum test sensitivity plus specificity logistic threshold 0.1898 Maximum test sensitivity plus specificity area 0.0666 Maximum test sensitivity plus specificity training omission 0.011 Maximum test sensitivity plus specificity test omission 0.0571 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 5.0187 Balance training omission, predicted area and threshold value logistic threshold 0.0312 Balance training omission, predicted area and threshold value area 0.183 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.0239 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 13.7528 Equate entropy of thresholded and original distributions logistic threshold 0.1225 Equate entropy of thresholded and original distributions area 0.0805 Equate entropy of thresholded and original distributions training omission 0.0047 Equate entropy of thresholded and original distributions test omission 0.0669 Equate entropy of thresholded and original distributions binomial probability 0