Species Notropis_atherinoides (average) total records 72 #Training samples 44 Regularized training gain 4.146 Unregularized training gain 4.5819 Iterations 500 Training AUC 0.9989 #Test samples 28 Test gain 4.9485 Test AUC 0.9883 AUC Standard Deviation 0.0077 AUCdiff 0.010611673 #Background points 10044 basin.1 contribution 11.6134 huc contribution 22.1519 nhd_cumdr contribution 1.114 nhd_maflowu contribution 19.6105 nhd_mavelu contribution 0.0631 tx_alt contribution 0.5278 tx_aspect contribution 0.9038 tx_bio1 contribution 0.0002 tx_bio12 contribution 3.554 tx_bio13 contribution 0.1851 tx_bio14 contribution 23.317 tx_bio15 contribution 5.4729 tx_bio16 contribution 0.6309 tx_bio17 contribution 2.4898 tx_bio18 contribution 0.9007 tx_bio19 contribution 4.0353 tx_bio2 contribution 0.0182 tx_bio3 contribution 0.0021 tx_bio4 contribution 0.006 tx_bio5 contribution 0.0033 tx_bio6 contribution 0.0516 tx_bio7 contribution 0.0756 tx_cti contribution 3.2027 tx_slope contribution 0.0703 Training gain without basin.1 4.1387 Training gain without huc 3.9527 Training gain without nhd_cumdr 4.1091 Training gain without nhd_maflowu 4.136 Training gain without nhd_mavelu 4.1436 Training gain without tx_alt 4.1388 Training gain without tx_aspect 4.1148 Training gain without tx_bio1 4.1464 Training gain without tx_bio12 4.146 Training gain without tx_bio13 4.1464 Training gain without tx_bio14 4.1427 Training gain without tx_bio15 4.1432 Training gain without tx_bio16 4.1434 Training gain without tx_bio17 4.1459 Training gain without tx_bio18 4.1461 Training gain without tx_bio19 4.1446 Training gain without tx_bio2 4.1452 Training gain without tx_bio3 4.1461 Training gain without tx_bio4 4.1461 Training gain without tx_bio5 4.146 Training gain without tx_bio6 4.1434 Training gain without tx_bio7 4.1461 Training gain without tx_cti 4.0763 Training gain without tx_slope 4.1446 Training gain with only basin.1 2.1829 Training gain with only huc 3.5383 Training gain with only nhd_cumdr 1.5777 Training gain with only nhd_maflowu 1.872 Training gain with only nhd_mavelu 0.7486 Training gain with only tx_alt 1.7186 Training gain with only tx_aspect 0.0697 Training gain with only tx_bio1 0.9166 Training gain with only tx_bio12 2.8394 Training gain with only tx_bio13 1.7671 Training gain with only tx_bio14 2.7601 Training gain with only tx_bio15 2.159 Training gain with only tx_bio16 2.6813 Training gain with only tx_bio17 2.5829 Training gain with only tx_bio18 2.3842 Training gain with only tx_bio19 2.8054 Training gain with only tx_bio2 0.7097 Training gain with only tx_bio3 0.3422 Training gain with only tx_bio4 0.7164 Training gain with only tx_bio5 0.7502 Training gain with only tx_bio6 0.8271 Training gain with only tx_bio7 0.9352 Training gain with only tx_cti 1.3739 Training gain with only tx_slope 0.089 Test gain without basin.1 4.9662 Test gain without huc 4.712 Test gain without nhd_cumdr 4.8693 Test gain without nhd_maflowu 4.9253 Test gain without nhd_mavelu 4.9434 Test gain without tx_alt 4.9495 Test gain without tx_aspect 4.8727 Test gain without tx_bio1 4.9474 Test gain without tx_bio12 4.9456 Test gain without tx_bio13 4.9492 Test gain without tx_bio14 4.9461 Test gain without tx_bio15 4.9477 Test gain without tx_bio16 4.9495 Test gain without tx_bio17 4.9468 Test gain without tx_bio18 4.9452 Test gain without tx_bio19 4.944 Test gain without tx_bio2 4.948 Test gain without tx_bio3 4.9488 Test gain without tx_bio4 4.9506 Test gain without tx_bio5 4.9504 Test gain without tx_bio6 4.9551 Test gain without tx_bio7 4.9496 Test gain without tx_cti 4.8297 Test gain without tx_slope 4.9608 Test gain with only basin.1 2.1666 Test gain with only huc 3.5139 Test gain with only nhd_cumdr 1.8563 Test gain with only nhd_maflowu 2.1332 Test gain with only nhd_mavelu 0.8828 Test gain with only tx_alt 1.6666 Test gain with only tx_aspect 0.0526 Test gain with only tx_bio1 1.1404 Test gain with only tx_bio12 2.947 Test gain with only tx_bio13 1.9416 Test gain with only tx_bio14 2.7316 Test gain with only tx_bio15 2.1579 Test gain with only tx_bio16 2.7991 Test gain with only tx_bio17 2.6181 Test gain with only tx_bio18 2.4609 Test gain with only tx_bio19 2.8455 Test gain with only tx_bio2 0.7984 Test gain with only tx_bio3 0.44 Test gain with only tx_bio4 0.945 Test gain with only tx_bio5 0.9798 Test gain with only tx_bio6 0.9333 Test gain with only tx_bio7 1.0756 Test gain with only tx_cti 1.3927 Test gain with only tx_slope 0.0614 AUC without basin.1 0.9886 AUC without huc 0.9877 AUC without nhd_cumdr 0.9879 AUC without nhd_maflowu 0.9882 AUC without nhd_mavelu 0.9883 AUC without tx_alt 0.988 AUC without tx_aspect 0.9877 AUC without tx_bio1 0.9883 AUC without tx_bio12 0.9883 AUC without tx_bio13 0.9883 AUC without tx_bio14 0.9882 AUC without tx_bio15 0.9884 AUC without tx_bio16 0.9882 AUC without tx_bio17 0.9883 AUC without tx_bio18 0.9883 AUC without tx_bio19 0.9883 AUC without tx_bio2 0.9884 AUC without tx_bio3 0.9883 AUC without tx_bio4 0.9883 AUC without tx_bio5 0.9883 AUC without tx_bio6 0.9887 AUC without tx_bio7 0.9883 AUC without tx_cti 0.9869 AUC without tx_slope 0.9883 AUC with only basin.1 0.9434 AUC with only huc 0.9518 AUC with only nhd_cumdr 0.8745 AUC with only nhd_maflowu 0.9039 AUC with only nhd_mavelu 0.8083 AUC with only tx_alt 0.9289 AUC with only tx_aspect 0.5631 AUC with only tx_bio1 0.8766 AUC with only tx_bio12 0.9629 AUC with only tx_bio13 0.9399 AUC with only tx_bio14 0.9556 AUC with only tx_bio15 0.9443 AUC with only tx_bio16 0.9634 AUC with only tx_bio17 0.957 AUC with only tx_bio18 0.9558 AUC with only tx_bio19 0.9569 AUC with only tx_bio2 0.8269 AUC with only tx_bio3 0.7706 AUC with only tx_bio4 0.8329 AUC with only tx_bio5 0.8692 AUC with only tx_bio6 0.8574 AUC with only tx_bio7 0.8638 AUC with only tx_cti 0.8734 AUC with only tx_slope 0.5498 Entropy 5.715 Prevalence (average of logistic output over background sites) 0.0147 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.003 Fixed cumulative value 1 area 0.2504 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.0146 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0232 Fixed cumulative value 5 area 0.0881 Fixed cumulative value 5 training omission 0 Fixed cumulative value 5 test omission 0.0307 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.067 Fixed cumulative value 10 area 0.0483 Fixed cumulative value 10 training omission 0 Fixed cumulative value 10 test omission 0.0464 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 33.9384 Minimum training presence logistic threshold 0.3607 Minimum training presence area 0.0109 Minimum training presence training omission 0 Minimum training presence test omission 0.0961 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 58.011 10 percentile training presence logistic threshold 0.6554 10 percentile training presence area 0.003 10 percentile training presence training omission 0.087 10 percentile training presence test omission 0.2146 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 33.9767 Equal training sensitivity and specificity logistic threshold 0.3615 Equal training sensitivity and specificity area 0.0109 Equal training sensitivity and specificity training omission 0.0091 Equal training sensitivity and specificity test omission 0.0996 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 33.9375 Maximum training sensitivity plus specificity logistic threshold 0.3606 Maximum training sensitivity plus specificity area 0.0109 Maximum training sensitivity plus specificity training omission 0 Maximum training sensitivity plus specificity test omission 0.0957 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 15.8292 Equal test sensitivity and specificity logistic threshold 0.1414 Equal test sensitivity and specificity area 0.0436 Equal test sensitivity and specificity training omission 0.0034 Equal test sensitivity and specificity test omission 0.0418 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 24.5579 Maximum test sensitivity plus specificity logistic threshold 0.2462 Maximum test sensitivity plus specificity area 0.0288 Maximum test sensitivity plus specificity training omission 0.0086 Maximum test sensitivity plus specificity test omission 0.0314 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 3.3135 Balance training omission, predicted area and threshold value logistic threshold 0.0122 Balance training omission, predicted area and threshold value area 0.116 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.0196 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 15.4574 Equate entropy of thresholded and original distributions logistic threshold 0.1226 Equate entropy of thresholded and original distributions area 0.031 Equate entropy of thresholded and original distributions training omission 0 Equate entropy of thresholded and original distributions test omission 0.0578 Equate entropy of thresholded and original distributions binomial probability 0