Species Lepomis_auritus (average) total records 153 #Training samples 92 Regularized training gain 2.7994 Unregularized training gain 3.3706 Iterations 500 Training AUC 0.9913 #Test samples 61 Test gain 3.2493 Test AUC 0.9683 AUC Standard Deviation 0.0104 AUCdiff 0.023201856 #Background points 10090.92 basin.1 contribution 4.1212 huc contribution 16.2759 nhd_cumdr contribution 1.3305 nhd_maflowu contribution 8.8084 nhd_mavelu contribution 7.0987 tx_alt contribution 10.9082 tx_aspect contribution 1.0472 tx_bio1 contribution 7.2116 tx_bio12 contribution 0.6347 tx_bio13 contribution 4.6183 tx_bio14 contribution 0.3687 tx_bio15 contribution 0.1532 tx_bio16 contribution 0.9751 tx_bio17 contribution 0.2348 tx_bio18 contribution 0.2869 tx_bio19 contribution 0.1822 tx_bio2 contribution 0.0825 tx_bio3 contribution 0.1404 tx_bio4 contribution 11.0973 tx_bio5 contribution 0.7198 tx_bio6 contribution 7.9245 tx_bio7 contribution 2.7471 tx_cti contribution 12.5397 tx_slope contribution 0.4932 Training gain without basin.1 2.7932 Training gain without huc 2.6181 Training gain without nhd_cumdr 2.7916 Training gain without nhd_maflowu 2.7771 Training gain without nhd_mavelu 2.7922 Training gain without tx_alt 2.74 Training gain without tx_aspect 2.7715 Training gain without tx_bio1 2.7963 Training gain without tx_bio12 2.7978 Training gain without tx_bio13 2.7968 Training gain without tx_bio14 2.797 Training gain without tx_bio15 2.7979 Training gain without tx_bio16 2.7953 Training gain without tx_bio17 2.7979 Training gain without tx_bio18 2.7963 Training gain without tx_bio19 2.7988 Training gain without tx_bio2 2.7976 Training gain without tx_bio3 2.7984 Training gain without tx_bio4 2.7842 Training gain without tx_bio5 2.7975 Training gain without tx_bio6 2.788 Training gain without tx_bio7 2.7941 Training gain without tx_cti 2.5494 Training gain without tx_slope 2.7716 Training gain with only basin.1 0.5675 Training gain with only huc 1.6952 Training gain with only nhd_cumdr 0.3386 Training gain with only nhd_maflowu 0.6049 Training gain with only nhd_mavelu 0.4722 Training gain with only tx_alt 0.6358 Training gain with only tx_aspect 0.0673 Training gain with only tx_bio1 0.6764 Training gain with only tx_bio12 0.3968 Training gain with only tx_bio13 0.4074 Training gain with only tx_bio14 0.4204 Training gain with only tx_bio15 0.4561 Training gain with only tx_bio16 0.3406 Training gain with only tx_bio17 0.456 Training gain with only tx_bio18 0.1169 Training gain with only tx_bio19 0.4558 Training gain with only tx_bio2 0.2542 Training gain with only tx_bio3 0.1692 Training gain with only tx_bio4 0.6766 Training gain with only tx_bio5 0.2218 Training gain with only tx_bio6 0.7586 Training gain with only tx_bio7 0.5871 Training gain with only tx_cti 0.5655 Training gain with only tx_slope 0.0144 Test gain without basin.1 3.2425 Test gain without huc 3.0452 Test gain without nhd_cumdr 3.2494 Test gain without nhd_maflowu 3.2084 Test gain without nhd_mavelu 3.2391 Test gain without tx_alt 3.1817 Test gain without tx_aspect 3.2247 Test gain without tx_bio1 3.2498 Test gain without tx_bio12 3.2457 Test gain without tx_bio13 3.2507 Test gain without tx_bio14 3.2446 Test gain without tx_bio15 3.2483 Test gain without tx_bio16 3.242 Test gain without tx_bio17 3.2504 Test gain without tx_bio18 3.2403 Test gain without tx_bio19 3.2472 Test gain without tx_bio2 3.2441 Test gain without tx_bio3 3.2513 Test gain without tx_bio4 3.2329 Test gain without tx_bio5 3.2479 Test gain without tx_bio6 3.237 Test gain without tx_bio7 3.2416 Test gain without tx_cti 2.8126 Test gain without tx_slope 3.2193 Test gain with only basin.1 0.6059 Test gain with only huc 1.7084 Test gain with only nhd_cumdr 0.3505 Test gain with only nhd_maflowu 0.6099 Test gain with only nhd_mavelu 0.4854 Test gain with only tx_alt 0.6571 Test gain with only tx_aspect 0.0461 Test gain with only tx_bio1 0.7066 Test gain with only tx_bio12 0.4729 Test gain with only tx_bio13 0.4971 Test gain with only tx_bio14 0.4955 Test gain with only tx_bio15 0.4981 Test gain with only tx_bio16 0.4656 Test gain with only tx_bio17 0.6084 Test gain with only tx_bio18 0.1288 Test gain with only tx_bio19 0.5613 Test gain with only tx_bio2 0.269 Test gain with only tx_bio3 0.1804 Test gain with only tx_bio4 0.7079 Test gain with only tx_bio5 0.2304 Test gain with only tx_bio6 0.7746 Test gain with only tx_bio7 0.6338 Test gain with only tx_cti 0.6153 Test gain with only tx_slope -0.0655 AUC without basin.1 0.9682 AUC without huc 0.9636 AUC without nhd_cumdr 0.9688 AUC without nhd_maflowu 0.9678 AUC without nhd_mavelu 0.9678 AUC without tx_alt 0.9656 AUC without tx_aspect 0.968 AUC without tx_bio1 0.9686 AUC without tx_bio12 0.9684 AUC without tx_bio13 0.9685 AUC without tx_bio14 0.9683 AUC without tx_bio15 0.9684 AUC without tx_bio16 0.9685 AUC without tx_bio17 0.9685 AUC without tx_bio18 0.9682 AUC without tx_bio19 0.9683 AUC without tx_bio2 0.9681 AUC without tx_bio3 0.9684 AUC without tx_bio4 0.9676 AUC without tx_bio5 0.9683 AUC without tx_bio6 0.9677 AUC without tx_bio7 0.9684 AUC without tx_cti 0.9584 AUC without tx_slope 0.9675 AUC with only basin.1 0.7899 AUC with only huc 0.9093 AUC with only nhd_cumdr 0.7263 AUC with only nhd_maflowu 0.7842 AUC with only nhd_mavelu 0.7638 AUC with only tx_alt 0.8018 AUC with only tx_aspect 0.577 AUC with only tx_bio1 0.8113 AUC with only tx_bio12 0.7559 AUC with only tx_bio13 0.7766 AUC with only tx_bio14 0.7596 AUC with only tx_bio15 0.771 AUC with only tx_bio16 0.771 AUC with only tx_bio17 0.7787 AUC with only tx_bio18 0.6351 AUC with only tx_bio19 0.7798 AUC with only tx_bio2 0.6753 AUC with only tx_bio3 0.6538 AUC with only tx_bio4 0.8097 AUC with only tx_bio5 0.687 AUC with only tx_bio6 0.8251 AUC with only tx_bio7 0.7976 AUC with only tx_cti 0.7792 AUC with only tx_slope 0.5067 Entropy 6.8935 Prevalence (average of logistic output over background sites) 0.0477 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0067 Fixed cumulative value 1 area 0.4599 Fixed cumulative value 1 training omission 0.0001 Fixed cumulative value 1 test omission 0.0113 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0362 Fixed cumulative value 5 area 0.2259 Fixed cumulative value 5 training omission 0.0018 Fixed cumulative value 5 test omission 0.0371 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.0819 Fixed cumulative value 10 area 0.1408 Fixed cumulative value 10 training omission 0.0091 Fixed cumulative value 10 test omission 0.0612 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 9.9821 Minimum training presence logistic threshold 0.0854 Minimum training presence area 0.1623 Minimum training presence training omission 0 Minimum training presence test omission 0.0577 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 46.5016 10 percentile training presence logistic threshold 0.5137 10 percentile training presence area 0.0193 10 percentile training presence training omission 0.0965 10 percentile training presence test omission 0.2326 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 29.0697 Equal training sensitivity and specificity logistic threshold 0.3014 Equal training sensitivity and specificity area 0.0455 Equal training sensitivity and specificity training omission 0.0455 Equal training sensitivity and specificity test omission 0.1497 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 29.8981 Maximum training sensitivity plus specificity logistic threshold 0.3111 Maximum training sensitivity plus specificity area 0.0452 Maximum training sensitivity plus specificity training omission 0.031 Maximum training sensitivity plus specificity test omission 0.1424 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 17.3102 Equal test sensitivity and specificity logistic threshold 0.161 Equal test sensitivity and specificity area 0.0894 Equal test sensitivity and specificity training omission 0.0209 Equal test sensitivity and specificity test omission 0.0892 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 21.0876 Maximum test sensitivity plus specificity logistic threshold 0.2049 Maximum test sensitivity plus specificity area 0.0775 Maximum test sensitivity plus specificity training omission 0.024 Maximum test sensitivity plus specificity test omission 0.0776 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 5.1199 Balance training omission, predicted area and threshold value logistic threshold 0.0371 Balance training omission, predicted area and threshold value area 0.2232 Balance training omission, predicted area and threshold value training omission 0.0003 Balance training omission, predicted area and threshold value test omission 0.0361 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 14.9306 Equate entropy of thresholded and original distributions logistic threshold 0.1332 Equate entropy of thresholded and original distributions area 0.0992 Equate entropy of thresholded and original distributions training omission 0.0159 Equate entropy of thresholded and original distributions test omission 0.0823 Equate entropy of thresholded and original distributions binomial probability 0