Species Cyprinodon_pecosensis (average100runs) total records 31 #Training samples 19 Regularized training gain 4.1603 Unregularized training gain 4.8851 Iterations 495.2 Training AUC 0.9984 #Test samples 12 Test gain 4.6127 Test AUC 0.99 AUC Standard Deviation 0.0064 AUCdiff 0.008413462 #Background points 10019 basin.1 contribution 26.3911 huc contribution 39.1107 nhd_cumdr contribution 18.6355 nhd_maflowu contribution 1.0449 nhd_mavelu contribution 1.2764 tx_alt contribution 0.1637 tx_aspect contribution 1.8582 tx_bio1 contribution 0.0188 tx_bio12 contribution 0.0367 tx_bio13 contribution 0.0582 tx_bio14 contribution 0.13 tx_bio15 contribution 0.194 tx_bio16 contribution 0.0589 tx_bio17 contribution 0.1113 tx_bio18 contribution 0.829 tx_bio19 contribution 0.1246 tx_bio2 contribution 0.3497 tx_bio3 contribution 0.0016 tx_bio4 contribution 0.1631 tx_bio5 contribution 0.0523 tx_bio6 contribution 0.0736 tx_bio7 contribution 0.1262 tx_cti contribution 8.8947 tx_slope contribution 0.2968 Training gain without basin.1 4.1604 Training gain without huc 3.7659 Training gain without nhd_cumdr 4.1577 Training gain without nhd_maflowu 4.1451 Training gain without nhd_mavelu 4.106 Training gain without tx_alt 4.1578 Training gain without tx_aspect 4.1167 Training gain without tx_bio1 4.1601 Training gain without tx_bio12 4.1601 Training gain without tx_bio13 4.1598 Training gain without tx_bio14 4.1595 Training gain without tx_bio15 4.153 Training gain without tx_bio16 4.1602 Training gain without tx_bio17 4.1604 Training gain without tx_bio18 4.1307 Training gain without tx_bio19 4.1594 Training gain without tx_bio2 4.1537 Training gain without tx_bio3 4.1604 Training gain without tx_bio4 4.1573 Training gain without tx_bio5 4.1586 Training gain without tx_bio6 4.1577 Training gain without tx_bio7 4.1598 Training gain without tx_cti 3.8731 Training gain without tx_slope 4.1483 Training gain with only basin.1 1.5106 Training gain with only huc 3.1178 Training gain with only nhd_cumdr 1.7336 Training gain with only nhd_maflowu 1.6641 Training gain with only nhd_mavelu 1.5891 Training gain with only tx_alt 0.857 Training gain with only tx_aspect 0.0771 Training gain with only tx_bio1 0.4058 Training gain with only tx_bio12 1.6395 Training gain with only tx_bio13 1.3348 Training gain with only tx_bio14 1.2723 Training gain with only tx_bio15 0.7114 Training gain with only tx_bio16 1.7501 Training gain with only tx_bio17 1.1902 Training gain with only tx_bio18 2.2906 Training gain with only tx_bio19 1.1481 Training gain with only tx_bio2 1.0203 Training gain with only tx_bio3 0.8767 Training gain with only tx_bio4 0.6557 Training gain with only tx_bio5 0.5578 Training gain with only tx_bio6 0.6723 Training gain with only tx_bio7 0.5125 Training gain with only tx_cti 0.7342 Training gain with only tx_slope 0.064 Test gain without basin.1 4.614 Test gain without huc 4.2423 Test gain without nhd_cumdr 4.619 Test gain without nhd_maflowu 4.5907 Test gain without nhd_mavelu 4.5375 Test gain without tx_alt 4.6174 Test gain without tx_aspect 4.5285 Test gain without tx_bio1 4.6124 Test gain without tx_bio12 4.6144 Test gain without tx_bio13 4.6124 Test gain without tx_bio14 4.6109 Test gain without tx_bio15 4.5972 Test gain without tx_bio16 4.6119 Test gain without tx_bio17 4.6129 Test gain without tx_bio18 4.5918 Test gain without tx_bio19 4.6131 Test gain without tx_bio2 4.5934 Test gain without tx_bio3 4.6158 Test gain without tx_bio4 4.617 Test gain without tx_bio5 4.6212 Test gain without tx_bio6 4.6118 Test gain without tx_bio7 4.6111 Test gain without tx_cti 4.1762 Test gain without tx_slope 4.609 Test gain with only basin.1 1.6441 Test gain with only huc 3.3037 Test gain with only nhd_cumdr 1.8905 Test gain with only nhd_maflowu 1.8761 Test gain with only nhd_mavelu 1.7538 Test gain with only tx_alt 1.0251 Test gain with only tx_aspect 0.0248 Test gain with only tx_bio1 0.65 Test gain with only tx_bio12 1.8207 Test gain with only tx_bio13 1.4899 Test gain with only tx_bio14 1.4333 Test gain with only tx_bio15 0.9205 Test gain with only tx_bio16 1.8463 Test gain with only tx_bio17 1.303 Test gain with only tx_bio18 2.384 Test gain with only tx_bio19 1.2297 Test gain with only tx_bio2 1.2445 Test gain with only tx_bio3 1.1513 Test gain with only tx_bio4 1.0273 Test gain with only tx_bio5 0.7853 Test gain with only tx_bio6 0.778 Test gain with only tx_bio7 0.6846 Test gain with only tx_cti 0.7139 Test gain with only tx_slope 0.0098 AUC without basin.1 0.9901 AUC without huc 0.9861 AUC without nhd_cumdr 0.9903 AUC without nhd_maflowu 0.9897 AUC without nhd_mavelu 0.9893 AUC without tx_alt 0.9902 AUC without tx_aspect 0.9906 AUC without tx_bio1 0.9899 AUC without tx_bio12 0.99 AUC without tx_bio13 0.9901 AUC without tx_bio14 0.99 AUC without tx_bio15 0.99 AUC without tx_bio16 0.9899 AUC without tx_bio17 0.9901 AUC without tx_bio18 0.9885 AUC without tx_bio19 0.99 AUC without tx_bio2 0.9903 AUC without tx_bio3 0.9902 AUC without tx_bio4 0.9898 AUC without tx_bio5 0.9904 AUC without tx_bio6 0.9902 AUC without tx_bio7 0.9902 AUC without tx_cti 0.9903 AUC without tx_slope 0.9908 AUC with only basin.1 0.906 AUC with only huc 0.9749 AUC with only nhd_cumdr 0.8971 AUC with only nhd_maflowu 0.8715 AUC with only nhd_mavelu 0.8938 AUC with only tx_alt 0.8746 AUC with only tx_aspect 0.5903 AUC with only tx_bio1 0.8268 AUC with only tx_bio12 0.9436 AUC with only tx_bio13 0.9173 AUC with only tx_bio14 0.9099 AUC with only tx_bio15 0.8469 AUC with only tx_bio16 0.9426 AUC with only tx_bio17 0.8958 AUC with only tx_bio18 0.9629 AUC with only tx_bio19 0.8821 AUC with only tx_bio2 0.8729 AUC with only tx_bio3 0.8772 AUC with only tx_bio4 0.8903 AUC with only tx_bio5 0.8428 AUC with only tx_bio6 0.8039 AUC with only tx_bio7 0.8181 AUC with only tx_cti 0.7825 AUC with only tx_slope 0.5259 Entropy 5.4119 Prevalence (average of logistic output over background sites) 0.0107 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0025 Fixed cumulative value 1 area 0.159 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.0142 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0293 Fixed cumulative value 5 area 0.0422 Fixed cumulative value 5 training omission 0 Fixed cumulative value 5 test omission 0.045 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.1183 Fixed cumulative value 10 area 0.0232 Fixed cumulative value 10 training omission 0.0058 Fixed cumulative value 10 test omission 0.06 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 29.6825 Minimum training presence logistic threshold 0.3615 Minimum training presence area 0.0127 Minimum training presence training omission 0 Minimum training presence test omission 0.125 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 46.0609 10 percentile training presence logistic threshold 0.5344 10 percentile training presence area 0.0058 10 percentile training presence training omission 0.0463 10 percentile training presence test omission 0.2225 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 29.678 Equal training sensitivity and specificity logistic threshold 0.3614 Equal training sensitivity and specificity area 0.0127 Equal training sensitivity and specificity training omission 0.0047 Equal training sensitivity and specificity test omission 0.125 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 29.6766 Maximum training sensitivity plus specificity logistic threshold 0.3614 Maximum training sensitivity plus specificity area 0.0127 Maximum training sensitivity plus specificity training omission 0 Maximum training sensitivity plus specificity test omission 0.1233 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 16.4727 Equal test sensitivity and specificity logistic threshold 0.1981 Equal test sensitivity and specificity area 0.0436 Equal test sensitivity and specificity training omission 0.0168 Equal test sensitivity and specificity test omission 0.0358 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 20.5414 Maximum test sensitivity plus specificity logistic threshold 0.2518 Maximum test sensitivity plus specificity area 0.0273 Maximum test sensitivity plus specificity training omission 0.021 Maximum test sensitivity plus specificity test omission 0.0217 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 2.6954 Balance training omission, predicted area and threshold value logistic threshold 0.009 Balance training omission, predicted area and threshold value area 0.0749 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.0325 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 10.3139 Equate entropy of thresholded and original distributions logistic threshold 0.1182 Equate entropy of thresholded and original distributions area 0.0227 Equate entropy of thresholded and original distributions training omission 0.0063 Equate entropy of thresholded and original distributions test omission 0.0608 Equate entropy of thresholded and original distributions binomial probability 0