Species Notropis_chalybaeus (average100runs) total records 15 #Training samples 9 Regularized training gain 3.8611 Unregularized training gain 5.0563 Iterations 191.8 Training AUC 0.9986 #Test samples 6 Test gain 4.4802 Test AUC 0.9871 AUC Standard Deviation 0.0083 AUCdiff 0.011516123 #Background points 10008.36 basin.1 contribution 39.9626 huc contribution 33.0006 nhd_cumdr contribution 0.5249 nhd_maflowu contribution 0.0786 nhd_mavelu contribution 0.9564 tx_alt contribution 1.3044 tx_aspect contribution 0.125 tx_bio1 contribution 0.003 tx_bio12 contribution 0.6402 tx_bio13 contribution 0.0533 tx_bio14 contribution 0.4696 tx_bio15 contribution 1.5506 tx_bio16 contribution 0.714 tx_bio17 contribution 0.8808 tx_bio18 contribution 0.0043 tx_bio19 contribution 7.9311 tx_bio2 contribution 0.0059 tx_bio3 contribution 0.0216 tx_bio4 contribution 0.0072 tx_bio5 contribution 0 tx_bio6 contribution 0.0002 tx_bio7 contribution 0 tx_cti contribution 11.5992 tx_slope contribution 0.1667 Training gain without basin.1 3.7067 Training gain without huc 3.4491 Training gain without nhd_cumdr 3.8385 Training gain without nhd_maflowu 3.8611 Training gain without nhd_mavelu 3.8043 Training gain without tx_alt 3.8376 Training gain without tx_aspect 3.8574 Training gain without tx_bio1 3.8607 Training gain without tx_bio12 3.8611 Training gain without tx_bio13 3.857 Training gain without tx_bio14 3.8611 Training gain without tx_bio15 3.8444 Training gain without tx_bio16 3.86 Training gain without tx_bio17 3.8604 Training gain without tx_bio18 3.8611 Training gain without tx_bio19 3.8509 Training gain without tx_bio2 3.8604 Training gain without tx_bio3 3.8587 Training gain without tx_bio4 3.8606 Training gain without tx_bio5 3.8611 Training gain without tx_bio6 3.8611 Training gain without tx_bio7 3.8611 Training gain without tx_cti 3.644 Training gain without tx_slope 3.8556 Training gain with only basin.1 2.4321 Training gain with only huc 2.9162 Training gain with only nhd_cumdr 0.01 Training gain with only nhd_maflowu 0.0083 Training gain with only nhd_mavelu 0.0651 Training gain with only tx_alt 0.9706 Training gain with only tx_aspect 0.0103 Training gain with only tx_bio1 0.0047 Training gain with only tx_bio12 1.329 Training gain with only tx_bio13 0.3713 Training gain with only tx_bio14 1.1296 Training gain with only tx_bio15 1.556 Training gain with only tx_bio16 1.1008 Training gain with only tx_bio17 1.1675 Training gain with only tx_bio18 0.4889 Training gain with only tx_bio19 1.5788 Training gain with only tx_bio2 0.2593 Training gain with only tx_bio3 0.0662 Training gain with only tx_bio4 0.0136 Training gain with only tx_bio5 0.079 Training gain with only tx_bio6 0.0525 Training gain with only tx_bio7 0.121 Training gain with only tx_cti 0.4784 Training gain with only tx_slope 0.1094 Test gain without basin.1 4.4757 Test gain without huc 4.0447 Test gain without nhd_cumdr 4.4575 Test gain without nhd_maflowu 4.4804 Test gain without nhd_mavelu 4.4312 Test gain without tx_alt 4.4927 Test gain without tx_aspect 4.4892 Test gain without tx_bio1 4.4817 Test gain without tx_bio12 4.48 Test gain without tx_bio13 4.4818 Test gain without tx_bio14 4.4802 Test gain without tx_bio15 4.5222 Test gain without tx_bio16 4.4576 Test gain without tx_bio17 4.4816 Test gain without tx_bio18 4.4804 Test gain without tx_bio19 4.4668 Test gain without tx_bio2 4.4784 Test gain without tx_bio3 4.4517 Test gain without tx_bio4 4.4856 Test gain without tx_bio5 4.4803 Test gain without tx_bio6 4.4798 Test gain without tx_bio7 4.4802 Test gain without tx_cti 4.0927 Test gain without tx_slope 4.4789 Test gain with only basin.1 2.8247 Test gain with only huc 3.6335 Test gain with only nhd_cumdr 0.0057 Test gain with only nhd_maflowu 0.007 Test gain with only nhd_mavelu 0.0721 Test gain with only tx_alt 1.0559 Test gain with only tx_aspect -0.0152 Test gain with only tx_bio1 0.0068 Test gain with only tx_bio12 1.5641 Test gain with only tx_bio13 0.5019 Test gain with only tx_bio14 1.3942 Test gain with only tx_bio15 1.6697 Test gain with only tx_bio16 1.3153 Test gain with only tx_bio17 1.4305 Test gain with only tx_bio18 0.6985 Test gain with only tx_bio19 1.8215 Test gain with only tx_bio2 0.2735 Test gain with only tx_bio3 0.0599 Test gain with only tx_bio4 0.0219 Test gain with only tx_bio5 0.0992 Test gain with only tx_bio6 0.0766 Test gain with only tx_bio7 0.1659 Test gain with only tx_cti 0.6687 Test gain with only tx_slope 0.1104 AUC without basin.1 0.9872 AUC without huc 0.9865 AUC without nhd_cumdr 0.9868 AUC without nhd_maflowu 0.9871 AUC without nhd_mavelu 0.9866 AUC without tx_alt 0.9871 AUC without tx_aspect 0.9878 AUC without tx_bio1 0.9871 AUC without tx_bio12 0.9871 AUC without tx_bio13 0.987 AUC without tx_bio14 0.9871 AUC without tx_bio15 0.9879 AUC without tx_bio16 0.9866 AUC without tx_bio17 0.9873 AUC without tx_bio18 0.9871 AUC without tx_bio19 0.9871 AUC without tx_bio2 0.9872 AUC without tx_bio3 0.9865 AUC without tx_bio4 0.9873 AUC without tx_bio5 0.9871 AUC without tx_bio6 0.9871 AUC without tx_bio7 0.9871 AUC without tx_cti 0.9834 AUC without tx_slope 0.987 AUC with only basin.1 0.9576 AUC with only huc 0.9556 AUC with only nhd_cumdr 0.2745 AUC with only nhd_maflowu 0.7635 AUC with only nhd_mavelu 0.7034 AUC with only tx_alt 0.8789 AUC with only tx_aspect 0.4974 AUC with only tx_bio1 0.5637 AUC with only tx_bio12 0.9332 AUC with only tx_bio13 0.7833 AUC with only tx_bio14 0.9257 AUC with only tx_bio15 0.9306 AUC with only tx_bio16 0.9181 AUC with only tx_bio17 0.9172 AUC with only tx_bio18 0.894 AUC with only tx_bio19 0.9474 AUC with only tx_bio2 0.7481 AUC with only tx_bio3 0.61 AUC with only tx_bio4 0.5723 AUC with only tx_bio5 0.7095 AUC with only tx_bio6 0.6741 AUC with only tx_bio7 0.7246 AUC with only tx_cti 0.8752 AUC with only tx_slope 0.5524 Entropy 5.638 Prevalence (average of logistic output over background sites) 0.0144 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0033 Fixed cumulative value 1 area 0.3247 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.0333 Fixed cumulative value 1 binomial probability 0.0096 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0172 Fixed cumulative value 5 area 0.153 Fixed cumulative value 5 training omission 0 Fixed cumulative value 5 test omission 0.0433 Fixed cumulative value 5 binomial probability 0.0005 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.0423 Fixed cumulative value 10 area 0.075 Fixed cumulative value 10 training omission 0 Fixed cumulative value 10 test omission 0.0583 Fixed cumulative value 10 binomial probability 0.0001 Minimum training presence cumulative threshold 47.1141 Minimum training presence logistic threshold 0.5751 Minimum training presence area 0.0053 Minimum training presence training omission 0 Minimum training presence test omission 0.18 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 47.1141 10 percentile training presence logistic threshold 0.5751 10 percentile training presence area 0.0053 10 percentile training presence training omission 0 10 percentile training presence test omission 0.18 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 47.1107 Equal training sensitivity and specificity logistic threshold 0.5751 Equal training sensitivity and specificity area 0.0053 Equal training sensitivity and specificity training omission 0 Equal training sensitivity and specificity test omission 0.1767 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 47.1107 Maximum training sensitivity plus specificity logistic threshold 0.5751 Maximum training sensitivity plus specificity area 0.0053 Maximum training sensitivity plus specificity training omission 0 Maximum training sensitivity plus specificity test omission 0.1767 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 34.7049 Equal test sensitivity and specificity logistic threshold 0.4062 Equal test sensitivity and specificity area 0.0421 Equal test sensitivity and specificity training omission 0.0478 Equal test sensitivity and specificity test omission 0.0367 Equal test sensitivity and specificity binomial probability 0.0023 Maximum test sensitivity plus specificity cumulative threshold 38.9622 Maximum test sensitivity plus specificity logistic threshold 0.4547 Maximum test sensitivity plus specificity area 0.0231 Maximum test sensitivity plus specificity training omission 0.0544 Maximum test sensitivity plus specificity test omission 0.02 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 4.7946 Balance training omission, predicted area and threshold value logistic threshold 0.0125 Balance training omission, predicted area and threshold value area 0.135 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.0417 Balance training omission, predicted area and threshold value binomial probability 0.0002 Equate entropy of thresholded and original distributions cumulative threshold 14.9524 Equate entropy of thresholded and original distributions logistic threshold 0.0786 Equate entropy of thresholded and original distributions area 0.0316 Equate entropy of thresholded and original distributions training omission 0 Equate entropy of thresholded and original distributions test omission 0.0717 Equate entropy of thresholded and original distributions binomial probability 0