Species Noturus_gyrinus (average) total records 105 #Training samples 63 Regularized training gain 2.7643 Unregularized training gain 3.2404 Iterations 500 Training AUC 0.9893 #Test samples 42 Test gain 2.5792 Test AUC 0.9642 AUC Standard Deviation 0.0094 AUCdiff 0.025371475 #Background points 10062.4 basin.1 contribution 3.6214 huc contribution 13.7991 nhd_cumdr contribution 1.43 nhd_maflowu contribution 32.0918 nhd_mavelu contribution 0.3602 tx_alt contribution 7.1295 tx_aspect contribution 0.7907 tx_bio1 contribution 0.0121 tx_bio12 contribution 0.852 tx_bio13 contribution 0.0349 tx_bio14 contribution 8.076 tx_bio15 contribution 3.225 tx_bio16 contribution 0.0276 tx_bio17 contribution 1.3602 tx_bio18 contribution 0.1264 tx_bio19 contribution 17.173 tx_bio2 contribution 0.4819 tx_bio3 contribution 0.3219 tx_bio4 contribution 0.0194 tx_bio5 contribution 0.0024 tx_bio6 contribution 0.013 tx_bio7 contribution 0.1666 tx_cti contribution 8.7454 tx_slope contribution 0.1396 Training gain without basin.1 2.7466 Training gain without huc 2.5408 Training gain without nhd_cumdr 2.7421 Training gain without nhd_maflowu 2.7355 Training gain without nhd_mavelu 2.7438 Training gain without tx_alt 2.7058 Training gain without tx_aspect 2.7457 Training gain without tx_bio1 2.764 Training gain without tx_bio12 2.7643 Training gain without tx_bio13 2.7643 Training gain without tx_bio14 2.7555 Training gain without tx_bio15 2.7597 Training gain without tx_bio16 2.7643 Training gain without tx_bio17 2.7609 Training gain without tx_bio18 2.7619 Training gain without tx_bio19 2.7638 Training gain without tx_bio2 2.7642 Training gain without tx_bio3 2.7622 Training gain without tx_bio4 2.7645 Training gain without tx_bio5 2.7643 Training gain without tx_bio6 2.7638 Training gain without tx_bio7 2.7638 Training gain without tx_cti 2.5902 Training gain without tx_slope 2.7555 Training gain with only basin.1 0.8447 Training gain with only huc 1.4906 Training gain with only nhd_cumdr 0.3927 Training gain with only nhd_maflowu 1.079 Training gain with only nhd_mavelu 0.2845 Training gain with only tx_alt 1.2837 Training gain with only tx_aspect 0.0394 Training gain with only tx_bio1 0.5038 Training gain with only tx_bio12 1.0684 Training gain with only tx_bio13 0.8691 Training gain with only tx_bio14 1.1611 Training gain with only tx_bio15 1.0424 Training gain with only tx_bio16 0.9842 Training gain with only tx_bio17 1.1701 Training gain with only tx_bio18 0.7572 Training gain with only tx_bio19 1.1327 Training gain with only tx_bio2 0.7653 Training gain with only tx_bio3 0.2025 Training gain with only tx_bio4 0.2889 Training gain with only tx_bio5 0.1196 Training gain with only tx_bio6 0.6708 Training gain with only tx_bio7 0.5847 Training gain with only tx_cti 0.727 Training gain with only tx_slope 0.0898 Test gain without basin.1 2.581 Test gain without huc 2.452 Test gain without nhd_cumdr 2.5611 Test gain without nhd_maflowu 2.5644 Test gain without nhd_mavelu 2.5708 Test gain without tx_alt 2.5415 Test gain without tx_aspect 2.5725 Test gain without tx_bio1 2.581 Test gain without tx_bio12 2.5747 Test gain without tx_bio13 2.5809 Test gain without tx_bio14 2.5737 Test gain without tx_bio15 2.5784 Test gain without tx_bio16 2.5782 Test gain without tx_bio17 2.5857 Test gain without tx_bio18 2.5694 Test gain without tx_bio19 2.5804 Test gain without tx_bio2 2.5807 Test gain without tx_bio3 2.5792 Test gain without tx_bio4 2.5802 Test gain without tx_bio5 2.5813 Test gain without tx_bio6 2.579 Test gain without tx_bio7 2.5788 Test gain without tx_cti 2.3388 Test gain without tx_slope 2.5808 Test gain with only basin.1 0.8606 Test gain with only huc 1.1876 Test gain with only nhd_cumdr 0.3114 Test gain with only nhd_maflowu 1.0372 Test gain with only nhd_mavelu 0.2732 Test gain with only tx_alt 1.3143 Test gain with only tx_aspect 0.0153 Test gain with only tx_bio1 0.5417 Test gain with only tx_bio12 1.0781 Test gain with only tx_bio13 0.903 Test gain with only tx_bio14 1.1548 Test gain with only tx_bio15 1.0312 Test gain with only tx_bio16 1.0001 Test gain with only tx_bio17 1.178 Test gain with only tx_bio18 0.7626 Test gain with only tx_bio19 1.1328 Test gain with only tx_bio2 0.8494 Test gain with only tx_bio3 0.2345 Test gain with only tx_bio4 0.3231 Test gain with only tx_bio5 0.1896 Test gain with only tx_bio6 0.7059 Test gain with only tx_bio7 0.6487 Test gain with only tx_cti 0.7517 Test gain with only tx_slope 0.073 AUC without basin.1 0.9642 AUC without huc 0.9626 AUC without nhd_cumdr 0.9642 AUC without nhd_maflowu 0.9642 AUC without nhd_mavelu 0.9645 AUC without tx_alt 0.9624 AUC without tx_aspect 0.9639 AUC without tx_bio1 0.9643 AUC without tx_bio12 0.9641 AUC without tx_bio13 0.9644 AUC without tx_bio14 0.9638 AUC without tx_bio15 0.9644 AUC without tx_bio16 0.9642 AUC without tx_bio17 0.9646 AUC without tx_bio18 0.9641 AUC without tx_bio19 0.9643 AUC without tx_bio2 0.9642 AUC without tx_bio3 0.9644 AUC without tx_bio4 0.9642 AUC without tx_bio5 0.9643 AUC without tx_bio6 0.9642 AUC without tx_bio7 0.9643 AUC without tx_cti 0.9566 AUC without tx_slope 0.9646 AUC with only basin.1 0.8431 AUC with only huc 0.8512 AUC with only nhd_cumdr 0.7269 AUC with only nhd_maflowu 0.8636 AUC with only nhd_mavelu 0.7107 AUC with only tx_alt 0.8978 AUC with only tx_aspect 0.546 AUC with only tx_bio1 0.782 AUC with only tx_bio12 0.8692 AUC with only tx_bio13 0.8371 AUC with only tx_bio14 0.8779 AUC with only tx_bio15 0.8663 AUC with only tx_bio16 0.8558 AUC with only tx_bio17 0.8755 AUC with only tx_bio18 0.8235 AUC with only tx_bio19 0.8755 AUC with only tx_bio2 0.8207 AUC with only tx_bio3 0.6568 AUC with only tx_bio4 0.7255 AUC with only tx_bio5 0.6391 AUC with only tx_bio6 0.8183 AUC with only tx_bio7 0.8087 AUC with only tx_cti 0.8223 AUC with only tx_slope 0.5512 Entropy 6.5735 Prevalence (average of logistic output over background sites) 0.0345 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0102 Fixed cumulative value 1 area 0.257 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.0188 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0469 Fixed cumulative value 5 area 0.138 Fixed cumulative value 5 training omission 0.0017 Fixed cumulative value 5 test omission 0.0664 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.0992 Fixed cumulative value 10 area 0.0894 Fixed cumulative value 10 training omission 0.0098 Fixed cumulative value 10 test omission 0.11 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 10.7754 Minimum training presence logistic threshold 0.1095 Minimum training presence area 0.0915 Minimum training presence training omission 0 Minimum training presence test omission 0.1124 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 31.7156 10 percentile training presence logistic threshold 0.3657 10 percentile training presence area 0.0283 10 percentile training presence training omission 0.093 10 percentile training presence test omission 0.315 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 21.3215 Equal training sensitivity and specificity logistic threshold 0.2358 Equal training sensitivity and specificity area 0.0458 Equal training sensitivity and specificity training omission 0.046 Equal training sensitivity and specificity test omission 0.2207 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 18.3719 Maximum training sensitivity plus specificity logistic threshold 0.1995 Maximum training sensitivity plus specificity area 0.0554 Maximum training sensitivity plus specificity training omission 0.0159 Maximum training sensitivity plus specificity test omission 0.1781 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 9.5124 Equal test sensitivity and specificity logistic threshold 0.0945 Equal test sensitivity and specificity area 0.0975 Equal test sensitivity and specificity training omission 0.0092 Equal test sensitivity and specificity test omission 0.0981 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 9.2118 Maximum test sensitivity plus specificity logistic threshold 0.0926 Maximum test sensitivity plus specificity area 0.1068 Maximum test sensitivity plus specificity training omission 0.0079 Maximum test sensitivity plus specificity test omission 0.055 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 2.9914 Balance training omission, predicted area and threshold value logistic threshold 0.0278 Balance training omission, predicted area and threshold value area 0.1761 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.0409 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 13.1424 Equate entropy of thresholded and original distributions logistic threshold 0.135 Equate entropy of thresholded and original distributions area 0.072 Equate entropy of thresholded and original distributions training omission 0.0168 Equate entropy of thresholded and original distributions test omission 0.1355 Equate entropy of thresholded and original distributions binomial probability 0