Species Ictalurus_lupus (average100runs) total records 25 #Training samples 15 Regularized training gain 3.8631 Unregularized training gain 5.1493 Iterations 490.6 Training AUC 0.9992 #Test samples 10 Test gain 4.1686 Test AUC 0.9677 AUC Standard Deviation 0.0218 AUCdiff 0.03152522 #Background points 10015 basin.1 contribution 20.9519 huc contribution 45.8408 nhd_cumdr contribution 14.7103 nhd_maflowu contribution 1.0359 nhd_mavelu contribution 0.0339 tx_alt contribution 1.357 tx_aspect contribution 0.616 tx_bio1 contribution 1.0612 tx_bio12 contribution 0 tx_bio13 contribution 0.0489 tx_bio14 contribution 0.1549 tx_bio15 contribution 0 tx_bio16 contribution 0.7585 tx_bio17 contribution 0.0809 tx_bio18 contribution 0.9025 tx_bio19 contribution 0.2295 tx_bio2 contribution 0.527 tx_bio3 contribution 0.0583 tx_bio4 contribution 0.0499 tx_bio5 contribution 0.0607 tx_bio6 contribution 1.4585 tx_bio7 contribution 0.3927 tx_cti contribution 8.536 tx_slope contribution 1.1347 Training gain without basin.1 3.8287 Training gain without huc 3.1629 Training gain without nhd_cumdr 3.8055 Training gain without nhd_maflowu 3.8464 Training gain without nhd_mavelu 3.8611 Training gain without tx_alt 3.8556 Training gain without tx_aspect 3.8454 Training gain without tx_bio1 3.8548 Training gain without tx_bio12 3.8631 Training gain without tx_bio13 3.8594 Training gain without tx_bio14 3.8596 Training gain without tx_bio15 3.8631 Training gain without tx_bio16 3.851 Training gain without tx_bio17 3.8627 Training gain without tx_bio18 3.855 Training gain without tx_bio19 3.8614 Training gain without tx_bio2 3.8527 Training gain without tx_bio3 3.8629 Training gain without tx_bio4 3.8611 Training gain without tx_bio5 3.863 Training gain without tx_bio6 3.8213 Training gain without tx_bio7 3.8624 Training gain without tx_cti 3.6422 Training gain without tx_slope 3.8476 Training gain with only basin.1 1.131 Training gain with only huc 2.4781 Training gain with only nhd_cumdr 0.7189 Training gain with only nhd_maflowu 0.2576 Training gain with only nhd_mavelu 0.5043 Training gain with only tx_alt 0.4149 Training gain with only tx_aspect 0.0628 Training gain with only tx_bio1 0.223 Training gain with only tx_bio12 0.5893 Training gain with only tx_bio13 0.6404 Training gain with only tx_bio14 0.5054 Training gain with only tx_bio15 0.3139 Training gain with only tx_bio16 0.7633 Training gain with only tx_bio17 0.5132 Training gain with only tx_bio18 0.8736 Training gain with only tx_bio19 0.5244 Training gain with only tx_bio2 0.2683 Training gain with only tx_bio3 0.4392 Training gain with only tx_bio4 0.3137 Training gain with only tx_bio5 0.1531 Training gain with only tx_bio6 0.3912 Training gain with only tx_bio7 0.1532 Training gain with only tx_cti 0.4988 Training gain with only tx_slope 0.1081 Test gain without basin.1 4.1764 Test gain without huc 3.2649 Test gain without nhd_cumdr 4.1842 Test gain without nhd_maflowu 4.1558 Test gain without nhd_mavelu 4.1639 Test gain without tx_alt 4.1473 Test gain without tx_aspect 4.158 Test gain without tx_bio1 4.1523 Test gain without tx_bio12 4.1604 Test gain without tx_bio13 4.1703 Test gain without tx_bio14 4.1901 Test gain without tx_bio15 4.172 Test gain without tx_bio16 4.1443 Test gain without tx_bio17 4.1812 Test gain without tx_bio18 4.176 Test gain without tx_bio19 4.1718 Test gain without tx_bio2 4.1253 Test gain without tx_bio3 4.1723 Test gain without tx_bio4 4.1805 Test gain without tx_bio5 4.1692 Test gain without tx_bio6 4.1349 Test gain without tx_bio7 4.1752 Test gain without tx_cti 3.8114 Test gain without tx_slope 4.1603 Test gain with only basin.1 1.1842 Test gain with only huc 2.3433 Test gain with only nhd_cumdr -0.0446 Test gain with only nhd_maflowu 0.0415 Test gain with only nhd_mavelu 0.5434 Test gain with only tx_alt 0.5088 Test gain with only tx_aspect -0.0231 Test gain with only tx_bio1 0.3105 Test gain with only tx_bio12 0.6198 Test gain with only tx_bio13 0.7237 Test gain with only tx_bio14 0.4529 Test gain with only tx_bio15 0.3459 Test gain with only tx_bio16 0.9141 Test gain with only tx_bio17 0.4602 Test gain with only tx_bio18 1.0338 Test gain with only tx_bio19 0.4808 Test gain with only tx_bio2 0.3094 Test gain with only tx_bio3 0.5807 Test gain with only tx_bio4 0.5413 Test gain with only tx_bio5 0.1783 Test gain with only tx_bio6 0.439 Test gain with only tx_bio7 0.2821 Test gain with only tx_cti 0.6459 Test gain with only tx_slope 0.0829 AUC without basin.1 0.9671 AUC without huc 0.9603 AUC without nhd_cumdr 0.9754 AUC without nhd_maflowu 0.9662 AUC without nhd_mavelu 0.9669 AUC without tx_alt 0.9679 AUC without tx_aspect 0.9693 AUC without tx_bio1 0.9665 AUC without tx_bio12 0.967 AUC without tx_bio13 0.9678 AUC without tx_bio14 0.9689 AUC without tx_bio15 0.9681 AUC without tx_bio16 0.9672 AUC without tx_bio17 0.9686 AUC without tx_bio18 0.9688 AUC without tx_bio19 0.9681 AUC without tx_bio2 0.9681 AUC without tx_bio3 0.9688 AUC without tx_bio4 0.9688 AUC without tx_bio5 0.9685 AUC without tx_bio6 0.9648 AUC without tx_bio7 0.9684 AUC without tx_cti 0.9637 AUC without tx_slope 0.9692 AUC with only basin.1 0.8673 AUC with only huc 0.8936 AUC with only nhd_cumdr 0.8094 AUC with only nhd_maflowu 0.6535 AUC with only nhd_mavelu 0.7891 AUC with only tx_alt 0.7637 AUC with only tx_aspect 0.5371 AUC with only tx_bio1 0.7228 AUC with only tx_bio12 0.8084 AUC with only tx_bio13 0.8169 AUC with only tx_bio14 0.7711 AUC with only tx_bio15 0.7167 AUC with only tx_bio16 0.8567 AUC with only tx_bio17 0.7645 AUC with only tx_bio18 0.8413 AUC with only tx_bio19 0.7586 AUC with only tx_bio2 0.6911 AUC with only tx_bio3 0.7494 AUC with only tx_bio4 0.7985 AUC with only tx_bio5 0.6671 AUC with only tx_bio6 0.7467 AUC with only tx_bio7 0.7089 AUC with only tx_cti 0.7967 AUC with only tx_slope 0.5608 Entropy 6.0415 Prevalence (average of logistic output over background sites) 0.0201 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0031 Fixed cumulative value 1 area 0.3819 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.025 Fixed cumulative value 1 binomial probability 0.0007 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0184 Fixed cumulative value 5 area 0.1623 Fixed cumulative value 5 training omission 0 Fixed cumulative value 5 test omission 0.059 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.0451 Fixed cumulative value 10 area 0.0898 Fixed cumulative value 10 training omission 0 Fixed cumulative value 10 test omission 0.098 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 50.8916 Minimum training presence logistic threshold 0.5895 Minimum training presence area 0.0059 Minimum training presence training omission 0 Minimum training presence test omission 0.272 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 64.3925 10 percentile training presence logistic threshold 0.7439 10 percentile training presence area 0.0028 10 percentile training presence training omission 0.0654 10 percentile training presence test omission 0.342 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 50.8916 Equal training sensitivity and specificity logistic threshold 0.5895 Equal training sensitivity and specificity area 0.0059 Equal training sensitivity and specificity training omission 0 Equal training sensitivity and specificity test omission 0.272 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 50.8916 Maximum training sensitivity plus specificity logistic threshold 0.5895 Maximum training sensitivity plus specificity area 0.0059 Maximum training sensitivity plus specificity training omission 0 Maximum training sensitivity plus specificity test omission 0.272 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 17.3464 Equal test sensitivity and specificity logistic threshold 0.1458 Equal test sensitivity and specificity area 0.0832 Equal test sensitivity and specificity training omission 0.0073 Equal test sensitivity and specificity test omission 0.08 Equal test sensitivity and specificity binomial probability 0.0001 Maximum test sensitivity plus specificity cumulative threshold 27.2684 Maximum test sensitivity plus specificity logistic threshold 0.2646 Maximum test sensitivity plus specificity area 0.0497 Maximum test sensitivity plus specificity training omission 0.0147 Maximum test sensitivity plus specificity test omission 0.052 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 4.7052 Balance training omission, predicted area and threshold value logistic threshold 0.0168 Balance training omission, predicted area and threshold value area 0.1672 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.053 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 18.1116 Equate entropy of thresholded and original distributions logistic threshold 0.1064 Equate entropy of thresholded and original distributions area 0.0428 Equate entropy of thresholded and original distributions training omission 0 Equate entropy of thresholded and original distributions test omission 0.129 Equate entropy of thresholded and original distributions binomial probability 0