Species Notropis_bairdi (average) total records 12 #Training samples 8 Regularized training gain 3.823 Unregularized training gain 5.1437 Iterations 203.2 Training AUC 0.9977 #Test samples 4 Test gain 3.6225 Test AUC 0.9482 AUC Standard Deviation 0.0396 AUCdiff 0.049614112 #Background points 10007.28 basin.1 contribution 52.9117 huc contribution 14.6997 nhd_cumdr contribution 0.0991 nhd_maflowu contribution 2.7149 nhd_mavelu contribution 13.5087 tx_alt contribution 0 tx_aspect contribution 2.0752 tx_bio1 contribution 0 tx_bio12 contribution 0.0024 tx_bio13 contribution 0.0232 tx_bio14 contribution 0.0235 tx_bio15 contribution 0 tx_bio16 contribution 0.0025 tx_bio17 contribution 0.5173 tx_bio18 contribution 0.003 tx_bio19 contribution 0.0558 tx_bio2 contribution 0.0001 tx_bio3 contribution 0.0097 tx_bio4 contribution 1.6796 tx_bio5 contribution 2.1956 tx_bio6 contribution 0 tx_bio7 contribution 1.638 tx_cti contribution 7.3277 tx_slope contribution 0.5121 Training gain without basin.1 3.5448 Training gain without huc 3.6633 Training gain without nhd_cumdr 3.8224 Training gain without nhd_maflowu 3.7925 Training gain without nhd_mavelu 3.3481 Training gain without tx_alt 3.823 Training gain without tx_aspect 3.756 Training gain without tx_bio1 3.823 Training gain without tx_bio12 3.823 Training gain without tx_bio13 3.8222 Training gain without tx_bio14 3.823 Training gain without tx_bio15 3.823 Training gain without tx_bio16 3.8228 Training gain without tx_bio17 3.823 Training gain without tx_bio18 3.8227 Training gain without tx_bio19 3.8227 Training gain without tx_bio2 3.823 Training gain without tx_bio3 3.8226 Training gain without tx_bio4 3.8016 Training gain without tx_bio5 3.796 Training gain without tx_bio6 3.823 Training gain without tx_bio7 3.8129 Training gain without tx_cti 3.6217 Training gain without tx_slope 3.8017 Training gain with only basin.1 1.9861 Training gain with only huc 1.9065 Training gain with only nhd_cumdr 0.0034 Training gain with only nhd_maflowu 0.0005 Training gain with only nhd_mavelu 0.4674 Training gain with only tx_alt 0.0044 Training gain with only tx_aspect 0.0918 Training gain with only tx_bio1 0.2122 Training gain with only tx_bio12 0.0728 Training gain with only tx_bio13 0.0184 Training gain with only tx_bio14 0.2184 Training gain with only tx_bio15 0.0832 Training gain with only tx_bio16 0.0347 Training gain with only tx_bio17 0.235 Training gain with only tx_bio18 0.0018 Training gain with only tx_bio19 0.2758 Training gain with only tx_bio2 0.1394 Training gain with only tx_bio3 0.2735 Training gain with only tx_bio4 1.5749 Training gain with only tx_bio5 0.2789 Training gain with only tx_bio6 0.5424 Training gain with only tx_bio7 1.4261 Training gain with only tx_cti 0.4754 Training gain with only tx_slope 0.0538 Test gain without basin.1 3.2889 Test gain without huc 3.5292 Test gain without nhd_cumdr 3.6214 Test gain without nhd_maflowu 3.5951 Test gain without nhd_mavelu 2.823 Test gain without tx_alt 3.6214 Test gain without tx_aspect 3.4501 Test gain without tx_bio1 3.6226 Test gain without tx_bio12 3.6225 Test gain without tx_bio13 3.6204 Test gain without tx_bio14 3.6223 Test gain without tx_bio15 3.6222 Test gain without tx_bio16 3.6238 Test gain without tx_bio17 3.6228 Test gain without tx_bio18 3.6239 Test gain without tx_bio19 3.6238 Test gain without tx_bio2 3.6221 Test gain without tx_bio3 3.6227 Test gain without tx_bio4 3.6145 Test gain without tx_bio5 3.6078 Test gain without tx_bio6 3.6225 Test gain without tx_bio7 3.645 Test gain without tx_cti 3.3121 Test gain without tx_slope 4.371 Test gain with only basin.1 2.2967 Test gain with only huc 2.1609 Test gain with only nhd_cumdr 0.0044 Test gain with only nhd_maflowu 0.0002 Test gain with only nhd_mavelu 0.6391 Test gain with only tx_alt -0.0014 Test gain with only tx_aspect 0.0931 Test gain with only tx_bio1 0.2805 Test gain with only tx_bio12 0.0838 Test gain with only tx_bio13 0.0196 Test gain with only tx_bio14 0.2404 Test gain with only tx_bio15 0.1032 Test gain with only tx_bio16 0.0413 Test gain with only tx_bio17 0.2603 Test gain with only tx_bio18 -0.001 Test gain with only tx_bio19 0.3008 Test gain with only tx_bio2 0.168 Test gain with only tx_bio3 0.3674 Test gain with only tx_bio4 1.7038 Test gain with only tx_bio5 0.3123 Test gain with only tx_bio6 0.6393 Test gain with only tx_bio7 1.5239 Test gain with only tx_cti 0.5552 Test gain with only tx_slope -0.8629 AUC without basin.1 0.9439 AUC without huc 0.9494 AUC without nhd_cumdr 0.9483 AUC without nhd_maflowu 0.9484 AUC without nhd_mavelu 0.9438 AUC without tx_alt 0.9482 AUC without tx_aspect 0.9481 AUC without tx_bio1 0.9482 AUC without tx_bio12 0.9482 AUC without tx_bio13 0.9482 AUC without tx_bio14 0.9482 AUC without tx_bio15 0.9482 AUC without tx_bio16 0.9482 AUC without tx_bio17 0.9482 AUC without tx_bio18 0.9482 AUC without tx_bio19 0.9483 AUC without tx_bio2 0.9482 AUC without tx_bio3 0.9483 AUC without tx_bio4 0.948 AUC without tx_bio5 0.9487 AUC without tx_bio6 0.9482 AUC without tx_bio7 0.948 AUC without tx_cti 0.9485 AUC without tx_slope 0.9905 AUC with only basin.1 0.9528 AUC with only huc 0.8473 AUC with only nhd_cumdr 0.8166 AUC with only nhd_maflowu 0.321 AUC with only nhd_mavelu 0.8748 AUC with only tx_alt 0.5166 AUC with only tx_aspect 0.6108 AUC with only tx_bio1 0.7909 AUC with only tx_bio12 0.5819 AUC with only tx_bio13 0.5312 AUC with only tx_bio14 0.6348 AUC with only tx_bio15 0.649 AUC with only tx_bio16 0.5248 AUC with only tx_bio17 0.6526 AUC with only tx_bio18 0.4997 AUC with only tx_bio19 0.6609 AUC with only tx_bio2 0.6909 AUC with only tx_bio3 0.7638 AUC with only tx_bio4 0.9498 AUC with only tx_bio5 0.7559 AUC with only tx_bio6 0.8543 AUC with only tx_bio7 0.9387 AUC with only tx_cti 0.764 AUC with only tx_slope 0.5006 Entropy 5.6107 Prevalence (average of logistic output over background sites) 0.0148 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0031 Fixed cumulative value 1 area 0.2018 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.0475 Fixed cumulative value 1 binomial probability 0.0086 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0317 Fixed cumulative value 5 area 0.0752 Fixed cumulative value 5 training omission 0 Fixed cumulative value 5 test omission 0.0575 Fixed cumulative value 5 binomial probability 0.0007 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.0798 Fixed cumulative value 10 area 0.0469 Fixed cumulative value 10 training omission 0.0025 Fixed cumulative value 10 test omission 0.085 Fixed cumulative value 10 binomial probability 0.0003 Minimum training presence cumulative threshold 41.121 Minimum training presence logistic threshold 0.4428 Minimum training presence area 0.0123 Minimum training presence training omission 0 Minimum training presence test omission 0.185 Minimum training presence binomial probability 0.0105 10 percentile training presence cumulative threshold 41.121 10 percentile training presence logistic threshold 0.4428 10 percentile training presence area 0.0123 10 percentile training presence training omission 0 10 percentile training presence test omission 0.185 10 percentile training presence binomial probability 0.0105 Equal training sensitivity and specificity cumulative threshold 41.121 Equal training sensitivity and specificity logistic threshold 0.4428 Equal training sensitivity and specificity area 0.0123 Equal training sensitivity and specificity training omission 0 Equal training sensitivity and specificity test omission 0.185 Equal training sensitivity and specificity binomial probability 0.0105 Maximum training sensitivity plus specificity cumulative threshold 41.121 Maximum training sensitivity plus specificity logistic threshold 0.4428 Maximum training sensitivity plus specificity area 0.0123 Maximum training sensitivity plus specificity training omission 0 Maximum training sensitivity plus specificity test omission 0.185 Maximum training sensitivity plus specificity binomial probability 0.0105 Equal test sensitivity and specificity cumulative threshold 31.6866 Equal test sensitivity and specificity logistic threshold 0.3184 Equal test sensitivity and specificity area 0.0657 Equal test sensitivity and specificity training omission 0.0662 Equal test sensitivity and specificity test omission 0.0475 Equal test sensitivity and specificity binomial probability 0.0214 Maximum test sensitivity plus specificity cumulative threshold 39.9663 Maximum test sensitivity plus specificity logistic threshold 0.4071 Maximum test sensitivity plus specificity area 0.0191 Maximum test sensitivity plus specificity training omission 0.0838 Maximum test sensitivity plus specificity test omission 0.0475 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 2.606 Balance training omission, predicted area and threshold value logistic threshold 0.0121 Balance training omission, predicted area and threshold value area 0.1091 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.05 Balance training omission, predicted area and threshold value binomial probability 0.0018 Equate entropy of thresholded and original distributions cumulative threshold 16.3876 Equate entropy of thresholded and original distributions logistic threshold 0.136 Equate entropy of thresholded and original distributions area 0.0307 Equate entropy of thresholded and original distributions training omission 0.01 Equate entropy of thresholded and original distributions test omission 0.1025 Equate entropy of thresholded and original distributions binomial probability 0.0007