Species Cyprinella_lutrensis (average) total records 637 #Training samples 383 Regularized training gain 1.5731 Unregularized training gain 1.8736 Iterations 500 Training AUC 0.9618 #Test samples 254 Test gain 1.9594 Test AUC 0.9318 AUC Standard Deviation 0.0081 AUCdiff 0.031191516 #Background points 10375.89 basin.1 contribution 3.6439 huc contribution 14.0137 nhd_cumdr contribution 0.993 nhd_maflowu contribution 22.1393 nhd_mavelu contribution 8.4223 tx_alt contribution 9.5604 tx_aspect contribution 0.4556 tx_bio1 contribution 3.0805 tx_bio12 contribution 0.1964 tx_bio13 contribution 0.5023 tx_bio14 contribution 0.2204 tx_bio15 contribution 0.1412 tx_bio16 contribution 0.0754 tx_bio17 contribution 0.6938 tx_bio18 contribution 0.1831 tx_bio19 contribution 0.4151 tx_bio2 contribution 0.3672 tx_bio3 contribution 0.6892 tx_bio4 contribution 1.7173 tx_bio5 contribution 1.6284 tx_bio6 contribution 0.717 tx_bio7 contribution 1.1361 tx_cti contribution 28.4784 tx_slope contribution 0.53 Training gain without basin.1 1.5643 Training gain without huc 1.442 Training gain without nhd_cumdr 1.5639 Training gain without nhd_maflowu 1.5676 Training gain without nhd_mavelu 1.5597 Training gain without tx_alt 1.5521 Training gain without tx_aspect 1.5659 Training gain without tx_bio1 1.5668 Training gain without tx_bio12 1.5731 Training gain without tx_bio13 1.5705 Training gain without tx_bio14 1.5723 Training gain without tx_bio15 1.5721 Training gain without tx_bio16 1.5725 Training gain without tx_bio17 1.5727 Training gain without tx_bio18 1.571 Training gain without tx_bio19 1.572 Training gain without tx_bio2 1.5712 Training gain without tx_bio3 1.5685 Training gain without tx_bio4 1.5691 Training gain without tx_bio5 1.5715 Training gain without tx_bio6 1.5728 Training gain without tx_bio7 1.5734 Training gain without tx_cti 1.3422 Training gain without tx_slope 1.5649 Training gain with only basin.1 0.2047 Training gain with only huc 0.6852 Training gain with only nhd_cumdr 0.4946 Training gain with only nhd_maflowu 0.6621 Training gain with only nhd_mavelu 0.4947 Training gain with only tx_alt 0.2533 Training gain with only tx_aspect 0.0155 Training gain with only tx_bio1 0.2925 Training gain with only tx_bio12 0.1814 Training gain with only tx_bio13 0.119 Training gain with only tx_bio14 0.1985 Training gain with only tx_bio15 0.1631 Training gain with only tx_bio16 0.1165 Training gain with only tx_bio17 0.2133 Training gain with only tx_bio18 0.066 Training gain with only tx_bio19 0.2211 Training gain with only tx_bio2 0.1457 Training gain with only tx_bio3 0.102 Training gain with only tx_bio4 0.108 Training gain with only tx_bio5 0.1389 Training gain with only tx_bio6 0.226 Training gain with only tx_bio7 0.1155 Training gain with only tx_cti 0.8044 Training gain with only tx_slope 0.0164 Test gain without basin.1 1.9553 Test gain without huc 1.8351 Test gain without nhd_cumdr 1.9487 Test gain without nhd_maflowu 1.9591 Test gain without nhd_mavelu 1.948 Test gain without tx_alt 1.9408 Test gain without tx_aspect 1.9529 Test gain without tx_bio1 1.9493 Test gain without tx_bio12 1.9608 Test gain without tx_bio13 1.9543 Test gain without tx_bio14 1.9584 Test gain without tx_bio15 1.9599 Test gain without tx_bio16 1.9594 Test gain without tx_bio17 1.9605 Test gain without tx_bio18 1.9567 Test gain without tx_bio19 1.9601 Test gain without tx_bio2 1.9583 Test gain without tx_bio3 1.9532 Test gain without tx_bio4 1.9568 Test gain without tx_bio5 1.9602 Test gain without tx_bio6 1.9611 Test gain without tx_bio7 1.9609 Test gain without tx_cti 1.6338 Test gain without tx_slope 1.957 Test gain with only basin.1 0.1982 Test gain with only huc 0.6227 Test gain with only nhd_cumdr 0.6091 Test gain with only nhd_maflowu 0.7902 Test gain with only nhd_mavelu 0.575 Test gain with only tx_alt 0.2801 Test gain with only tx_aspect 0.0097 Test gain with only tx_bio1 0.3122 Test gain with only tx_bio12 0.2353 Test gain with only tx_bio13 0.1489 Test gain with only tx_bio14 0.2274 Test gain with only tx_bio15 0.195 Test gain with only tx_bio16 0.1435 Test gain with only tx_bio17 0.2718 Test gain with only tx_bio18 0.0797 Test gain with only tx_bio19 0.2803 Test gain with only tx_bio2 0.1718 Test gain with only tx_bio3 0.1262 Test gain with only tx_bio4 0.1144 Test gain with only tx_bio5 0.1445 Test gain with only tx_bio6 0.235 Test gain with only tx_bio7 0.1271 Test gain with only tx_cti 0.8157 Test gain with only tx_slope 0.0119 AUC without basin.1 0.9317 AUC without huc 0.9249 AUC without nhd_cumdr 0.9315 AUC without nhd_maflowu 0.9316 AUC without nhd_mavelu 0.9311 AUC without tx_alt 0.9301 AUC without tx_aspect 0.9312 AUC without tx_bio1 0.9308 AUC without tx_bio12 0.9319 AUC without tx_bio13 0.9316 AUC without tx_bio14 0.9318 AUC without tx_bio15 0.9317 AUC without tx_bio16 0.9318 AUC without tx_bio17 0.9318 AUC without tx_bio18 0.9316 AUC without tx_bio19 0.9319 AUC without tx_bio2 0.9318 AUC without tx_bio3 0.9311 AUC without tx_bio4 0.9317 AUC without tx_bio5 0.9317 AUC without tx_bio6 0.932 AUC without tx_bio7 0.932 AUC without tx_cti 0.9083 AUC without tx_slope 0.9311 AUC with only basin.1 0.6568 AUC with only huc 0.7837 AUC with only nhd_cumdr 0.7778 AUC with only nhd_maflowu 0.8097 AUC with only nhd_mavelu 0.779 AUC with only tx_alt 0.7055 AUC with only tx_aspect 0.5352 AUC with only tx_bio1 0.7161 AUC with only tx_bio12 0.6695 AUC with only tx_bio13 0.6461 AUC with only tx_bio14 0.6702 AUC with only tx_bio15 0.6709 AUC with only tx_bio16 0.6283 AUC with only tx_bio17 0.6779 AUC with only tx_bio18 0.5978 AUC with only tx_bio19 0.6778 AUC with only tx_bio2 0.6602 AUC with only tx_bio3 0.6323 AUC with only tx_bio4 0.6332 AUC with only tx_bio5 0.635 AUC with only tx_bio6 0.6874 AUC with only tx_bio7 0.6444 AUC with only tx_cti 0.809 AUC with only tx_slope 0.4622 Entropy 7.9338 Prevalence (average of logistic output over background sites) 0.1366 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0245 Fixed cumulative value 1 area 0.7397 Fixed cumulative value 1 training omission 0.0005 Fixed cumulative value 1 test omission 0.0084 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0675 Fixed cumulative value 5 area 0.4946 Fixed cumulative value 5 training omission 0.0049 Fixed cumulative value 5 test omission 0.026 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.1156 Fixed cumulative value 10 area 0.3522 Fixed cumulative value 10 training omission 0.0117 Fixed cumulative value 10 test omission 0.0423 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 2.8863 Minimum training presence logistic threshold 0.0447 Minimum training presence area 0.6303 Minimum training presence training omission 0 Minimum training presence test omission 0.0155 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 34.81 10 percentile training presence logistic threshold 0.3771 10 percentile training presence area 0.1019 10 percentile training presence training omission 0.0987 10 percentile training presence test omission 0.1817 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 34.8576 Equal training sensitivity and specificity logistic threshold 0.3775 Equal training sensitivity and specificity area 0.1014 Equal training sensitivity and specificity training omission 0.1013 Equal training sensitivity and specificity test omission 0.183 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 32.4508 Maximum training sensitivity plus specificity logistic threshold 0.3497 Maximum training sensitivity plus specificity area 0.1143 Maximum training sensitivity plus specificity training omission 0.0774 Maximum training sensitivity plus specificity test omission 0.1603 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 28.3273 Equal test sensitivity and specificity logistic threshold 0.303 Equal test sensitivity and specificity area 0.1373 Equal test sensitivity and specificity training omission 0.0664 Equal test sensitivity and specificity test omission 0.1373 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 28.7386 Maximum test sensitivity plus specificity logistic threshold 0.3074 Maximum test sensitivity plus specificity area 0.1373 Maximum test sensitivity plus specificity training omission 0.0667 Maximum test sensitivity plus specificity test omission 0.1247 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 7.0665 Balance training omission, predicted area and threshold value logistic threshold 0.0872 Balance training omission, predicted area and threshold value area 0.4281 Balance training omission, predicted area and threshold value training omission 0.0048 Balance training omission, predicted area and threshold value test omission 0.0315 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 14.0324 Equate entropy of thresholded and original distributions logistic threshold 0.1545 Equate entropy of thresholded and original distributions area 0.2794 Equate entropy of thresholded and original distributions training omission 0.0186 Equate entropy of thresholded and original distributions test omission 0.0585 Equate entropy of thresholded and original distributions binomial probability 0