Species Notropis_braytoni (average100runs) total records 34 #Training samples 21 Regularized training gain 4.5718 Unregularized training gain 5.3683 Iterations 500 Training AUC 0.9997 #Test samples 13 Test gain 5.3109 Test AUC 0.9927 AUC Standard Deviation 0.0044 AUCdiff 0.007002101 #Background points 10021 basin.1 contribution 31.0189 huc contribution 27.4995 nhd_cumdr contribution 11.6754 nhd_maflowu contribution 1.8849 nhd_mavelu contribution 0.7702 tx_alt contribution 5.0383 tx_aspect contribution 0.3556 tx_bio1 contribution 6.541 tx_bio12 contribution 0.0064 tx_bio13 contribution 3.125 tx_bio14 contribution 0.3418 tx_bio15 contribution 0.0047 tx_bio16 contribution 0.0089 tx_bio17 contribution 0.3701 tx_bio18 contribution 1.1987 tx_bio19 contribution 0.7071 tx_bio2 contribution 0.0893 tx_bio3 contribution 0.0152 tx_bio4 contribution 0.0563 tx_bio5 contribution 0.8491 tx_bio6 contribution 0.3628 tx_bio7 contribution 0.0026 tx_cti contribution 6.0739 tx_slope contribution 2.0045 Training gain without basin.1 4.5692 Training gain without huc 4.3099 Training gain without nhd_cumdr 4.5666 Training gain without nhd_maflowu 4.5513 Training gain without nhd_mavelu 4.5645 Training gain without tx_alt 4.4877 Training gain without tx_aspect 4.5652 Training gain without tx_bio1 4.5688 Training gain without tx_bio12 4.5722 Training gain without tx_bio13 4.5524 Training gain without tx_bio14 4.572 Training gain without tx_bio15 4.5723 Training gain without tx_bio16 4.5726 Training gain without tx_bio17 4.5731 Training gain without tx_bio18 4.5524 Training gain without tx_bio19 4.555 Training gain without tx_bio2 4.5721 Training gain without tx_bio3 4.5718 Training gain without tx_bio4 4.571 Training gain without tx_bio5 4.5718 Training gain without tx_bio6 4.5694 Training gain without tx_bio7 4.5715 Training gain without tx_cti 4.4992 Training gain without tx_slope 4.5041 Training gain with only basin.1 1.5137 Training gain with only huc 2.826 Training gain with only nhd_cumdr 1.1616 Training gain with only nhd_maflowu 0.7453 Training gain with only nhd_mavelu 0.8395 Training gain with only tx_alt 0.7731 Training gain with only tx_aspect 0.1923 Training gain with only tx_bio1 0.8068 Training gain with only tx_bio12 1.2097 Training gain with only tx_bio13 1.0163 Training gain with only tx_bio14 0.9755 Training gain with only tx_bio15 0.6617 Training gain with only tx_bio16 1.343 Training gain with only tx_bio17 0.9539 Training gain with only tx_bio18 1.7649 Training gain with only tx_bio19 0.9886 Training gain with only tx_bio2 0.2356 Training gain with only tx_bio3 0.4399 Training gain with only tx_bio4 0.4648 Training gain with only tx_bio5 0.9109 Training gain with only tx_bio6 0.5096 Training gain with only tx_bio7 0.2954 Training gain with only tx_cti 0.6024 Training gain with only tx_slope 0.2745 Test gain without basin.1 5.2999 Test gain without huc 4.8756 Test gain without nhd_cumdr 5.3005 Test gain without nhd_maflowu 5.3492 Test gain without nhd_mavelu 5.3137 Test gain without tx_alt 5.1788 Test gain without tx_aspect 5.3142 Test gain without tx_bio1 5.3193 Test gain without tx_bio12 5.3078 Test gain without tx_bio13 5.2854 Test gain without tx_bio14 5.3132 Test gain without tx_bio15 5.3102 Test gain without tx_bio16 5.3091 Test gain without tx_bio17 5.3222 Test gain without tx_bio18 5.2542 Test gain without tx_bio19 5.2612 Test gain without tx_bio2 5.3044 Test gain without tx_bio3 5.3027 Test gain without tx_bio4 5.2958 Test gain without tx_bio5 5.3132 Test gain without tx_bio6 5.3701 Test gain without tx_bio7 5.3079 Test gain without tx_cti 5.1794 Test gain without tx_slope 5.1413 Test gain with only basin.1 1.6366 Test gain with only huc 2.7049 Test gain with only nhd_cumdr 1.3433 Test gain with only nhd_maflowu 0.572 Test gain with only nhd_mavelu 1.0699 Test gain with only tx_alt 0.865 Test gain with only tx_aspect 0.102 Test gain with only tx_bio1 0.9173 Test gain with only tx_bio12 1.2093 Test gain with only tx_bio13 0.8981 Test gain with only tx_bio14 0.9421 Test gain with only tx_bio15 0.7491 Test gain with only tx_bio16 1.3786 Test gain with only tx_bio17 0.9114 Test gain with only tx_bio18 1.8108 Test gain with only tx_bio19 0.9407 Test gain with only tx_bio2 0.205 Test gain with only tx_bio3 0.4918 Test gain with only tx_bio4 0.6851 Test gain with only tx_bio5 0.9271 Test gain with only tx_bio6 0.4441 Test gain with only tx_bio7 0.4016 Test gain with only tx_cti 0.6153 Test gain with only tx_slope 0.3012 AUC without basin.1 0.9922 AUC without huc 0.9921 AUC without nhd_cumdr 0.9929 AUC without nhd_maflowu 0.9949 AUC without nhd_mavelu 0.993 AUC without tx_alt 0.9914 AUC without tx_aspect 0.9932 AUC without tx_bio1 0.9926 AUC without tx_bio12 0.9925 AUC without tx_bio13 0.9931 AUC without tx_bio14 0.9926 AUC without tx_bio15 0.9926 AUC without tx_bio16 0.9926 AUC without tx_bio17 0.993 AUC without tx_bio18 0.9923 AUC without tx_bio19 0.9921 AUC without tx_bio2 0.9924 AUC without tx_bio3 0.9924 AUC without tx_bio4 0.9923 AUC without tx_bio5 0.9926 AUC without tx_bio6 0.994 AUC without tx_bio7 0.9925 AUC without tx_cti 0.9907 AUC without tx_slope 0.9909 AUC with only basin.1 0.905 AUC with only huc 0.9362 AUC with only nhd_cumdr 0.8656 AUC with only nhd_maflowu 0.7976 AUC with only nhd_mavelu 0.7877 AUC with only tx_alt 0.8507 AUC with only tx_aspect 0.5928 AUC with only tx_bio1 0.8596 AUC with only tx_bio12 0.8826 AUC with only tx_bio13 0.8288 AUC with only tx_bio14 0.8358 AUC with only tx_bio15 0.7917 AUC with only tx_bio16 0.8998 AUC with only tx_bio17 0.8156 AUC with only tx_bio18 0.9357 AUC with only tx_bio19 0.8255 AUC with only tx_bio2 0.6763 AUC with only tx_bio3 0.7602 AUC with only tx_bio4 0.8182 AUC with only tx_bio5 0.8447 AUC with only tx_bio6 0.7815 AUC with only tx_bio7 0.7507 AUC with only tx_cti 0.7805 AUC with only tx_slope 0.648 Entropy 5.3233 Prevalence (average of logistic output over background sites) 0.0098 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0029 Fixed cumulative value 1 area 0.1653 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.0108 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0216 Fixed cumulative value 5 area 0.0649 Fixed cumulative value 5 training omission 0 Fixed cumulative value 5 test omission 0.0192 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.0587 Fixed cumulative value 10 area 0.0365 Fixed cumulative value 10 training omission 0 Fixed cumulative value 10 test omission 0.0315 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 55.5885 Minimum training presence logistic threshold 0.6393 Minimum training presence area 0.0022 Minimum training presence training omission 0 Minimum training presence test omission 0.2054 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 72.5489 10 percentile training presence logistic threshold 0.7948 10 percentile training presence area 0.0008 10 percentile training presence training omission 0.089 10 percentile training presence test omission 0.3431 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 55.5777 Equal training sensitivity and specificity logistic threshold 0.639 Equal training sensitivity and specificity area 0.0022 Equal training sensitivity and specificity training omission 0 Equal training sensitivity and specificity test omission 0.2008 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 55.5777 Maximum training sensitivity plus specificity logistic threshold 0.639 Maximum training sensitivity plus specificity area 0.0022 Maximum training sensitivity plus specificity training omission 0 Maximum training sensitivity plus specificity test omission 0.2008 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 27.2737 Equal test sensitivity and specificity logistic threshold 0.2718 Equal test sensitivity and specificity area 0.026 Equal test sensitivity and specificity training omission 0.0043 Equal test sensitivity and specificity test omission 0.02 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 28.1288 Maximum test sensitivity plus specificity logistic threshold 0.2805 Maximum test sensitivity plus specificity area 0.022 Maximum test sensitivity plus specificity training omission 0.0043 Maximum test sensitivity plus specificity test omission 0.0062 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 2.4637 Balance training omission, predicted area and threshold value logistic threshold 0.0082 Balance training omission, predicted area and threshold value area 0.1032 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.0123 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 16.805 Equate entropy of thresholded and original distributions logistic threshold 0.1164 Equate entropy of thresholded and original distributions area 0.0208 Equate entropy of thresholded and original distributions training omission 0 Equate entropy of thresholded and original distributions test omission 0.0523 Equate entropy of thresholded and original distributions binomial probability 0