Species Noturus_nocturnus (average) total records 95 #Training samples 57 Regularized training gain 3.1469 Unregularized training gain 3.5473 Iterations 500 Training AUC 0.9927 #Test samples 38 Test gain 3.3096 Test AUC 0.9811 AUC Standard Deviation 0.0057 AUCdiff 0.011685303 #Background points 10055.71 basin.1 contribution 4.4088 huc contribution 19.817 nhd_cumdr contribution 0.5875 nhd_maflowu contribution 7.7046 nhd_mavelu contribution 1.0533 tx_alt contribution 2.1242 tx_aspect contribution 0.9364 tx_bio1 contribution 0.0038 tx_bio12 contribution 1.2032 tx_bio13 contribution 0.1587 tx_bio14 contribution 10.7549 tx_bio15 contribution 33.88 tx_bio16 contribution 0.153 tx_bio17 contribution 4.5439 tx_bio18 contribution 0.7662 tx_bio19 contribution 4.6231 tx_bio2 contribution 0.0996 tx_bio3 contribution 0.0367 tx_bio4 contribution 0 tx_bio5 contribution 0.0021 tx_bio6 contribution 0.3312 tx_bio7 contribution 0.031 tx_cti contribution 6.586 tx_slope contribution 0.1946 Training gain without basin.1 3.1369 Training gain without huc 2.9467 Training gain without nhd_cumdr 3.137 Training gain without nhd_maflowu 3.1297 Training gain without nhd_mavelu 3.074 Training gain without tx_alt 3.1327 Training gain without tx_aspect 3.1249 Training gain without tx_bio1 3.1466 Training gain without tx_bio12 3.1467 Training gain without tx_bio13 3.1454 Training gain without tx_bio14 3.1437 Training gain without tx_bio15 3.1427 Training gain without tx_bio16 3.1475 Training gain without tx_bio17 3.1426 Training gain without tx_bio18 3.1437 Training gain without tx_bio19 3.1435 Training gain without tx_bio2 3.1432 Training gain without tx_bio3 3.1472 Training gain without tx_bio4 3.1473 Training gain without tx_bio5 3.1472 Training gain without tx_bio6 3.1402 Training gain without tx_bio7 3.1477 Training gain without tx_cti 2.9972 Training gain without tx_slope 3.1368 Training gain with only basin.1 1.6469 Training gain with only huc 2.3188 Training gain with only nhd_cumdr 0.1419 Training gain with only nhd_maflowu 0.6537 Training gain with only nhd_mavelu 0.1809 Training gain with only tx_alt 1.3233 Training gain with only tx_aspect 0.0699 Training gain with only tx_bio1 0.7653 Training gain with only tx_bio12 1.8272 Training gain with only tx_bio13 1.4287 Training gain with only tx_bio14 1.9886 Training gain with only tx_bio15 1.7617 Training gain with only tx_bio16 1.6614 Training gain with only tx_bio17 2.0254 Training gain with only tx_bio18 1.6126 Training gain with only tx_bio19 1.8944 Training gain with only tx_bio2 0.7295 Training gain with only tx_bio3 0.204 Training gain with only tx_bio4 0.4127 Training gain with only tx_bio5 0.4416 Training gain with only tx_bio6 0.9125 Training gain with only tx_bio7 0.6424 Training gain with only tx_cti 0.5856 Training gain with only tx_slope 0.0879 Test gain without basin.1 3.3068 Test gain without huc 3.1665 Test gain without nhd_cumdr 3.3153 Test gain without nhd_maflowu 3.3125 Test gain without nhd_mavelu 3.2165 Test gain without tx_alt 3.311 Test gain without tx_aspect 3.308 Test gain without tx_bio1 3.3144 Test gain without tx_bio12 3.3139 Test gain without tx_bio13 3.3178 Test gain without tx_bio14 3.3188 Test gain without tx_bio15 3.3185 Test gain without tx_bio16 3.3159 Test gain without tx_bio17 3.3171 Test gain without tx_bio18 3.3098 Test gain without tx_bio19 3.3144 Test gain without tx_bio2 3.3127 Test gain without tx_bio3 3.3096 Test gain without tx_bio4 3.3133 Test gain without tx_bio5 3.3151 Test gain without tx_bio6 3.3057 Test gain without tx_bio7 3.3168 Test gain without tx_cti 3.1252 Test gain without tx_slope 3.3219 Test gain with only basin.1 1.8271 Test gain with only huc 2.3999 Test gain with only nhd_cumdr 0.1213 Test gain with only nhd_maflowu 0.6509 Test gain with only nhd_mavelu 0.2002 Test gain with only tx_alt 1.3692 Test gain with only tx_aspect 0.0549 Test gain with only tx_bio1 0.8952 Test gain with only tx_bio12 1.8932 Test gain with only tx_bio13 1.5455 Test gain with only tx_bio14 2.066 Test gain with only tx_bio15 1.8372 Test gain with only tx_bio16 1.7378 Test gain with only tx_bio17 2.0889 Test gain with only tx_bio18 1.7221 Test gain with only tx_bio19 1.923 Test gain with only tx_bio2 0.8752 Test gain with only tx_bio3 0.2593 Test gain with only tx_bio4 0.506 Test gain with only tx_bio5 0.633 Test gain with only tx_bio6 1.0039 Test gain with only tx_bio7 0.7437 Test gain with only tx_cti 0.6212 Test gain with only tx_slope 0.067 AUC without basin.1 0.981 AUC without huc 0.9793 AUC without nhd_cumdr 0.9818 AUC without nhd_maflowu 0.9815 AUC without nhd_mavelu 0.9798 AUC without tx_alt 0.9811 AUC without tx_aspect 0.981 AUC without tx_bio1 0.9813 AUC without tx_bio12 0.9813 AUC without tx_bio13 0.9815 AUC without tx_bio14 0.9814 AUC without tx_bio15 0.9815 AUC without tx_bio16 0.9813 AUC without tx_bio17 0.9816 AUC without tx_bio18 0.9813 AUC without tx_bio19 0.9814 AUC without tx_bio2 0.9814 AUC without tx_bio3 0.9811 AUC without tx_bio4 0.9812 AUC without tx_bio5 0.9813 AUC without tx_bio6 0.9809 AUC without tx_bio7 0.9814 AUC without tx_cti 0.9783 AUC without tx_slope 0.9817 AUC with only basin.1 0.9368 AUC with only huc 0.9398 AUC with only nhd_cumdr 0.6406 AUC with only nhd_maflowu 0.8109 AUC with only nhd_mavelu 0.6855 AUC with only tx_alt 0.9067 AUC with only tx_aspect 0.5879 AUC with only tx_bio1 0.8487 AUC with only tx_bio12 0.9423 AUC with only tx_bio13 0.9203 AUC with only tx_bio14 0.9453 AUC with only tx_bio15 0.9338 AUC with only tx_bio16 0.9344 AUC with only tx_bio17 0.9462 AUC with only tx_bio18 0.9252 AUC with only tx_bio19 0.9413 AUC with only tx_bio2 0.8448 AUC with only tx_bio3 0.6974 AUC with only tx_bio4 0.7773 AUC with only tx_bio5 0.8127 AUC with only tx_bio6 0.8666 AUC with only tx_bio7 0.8262 AUC with only tx_cti 0.7959 AUC with only tx_slope 0.4847 Entropy 6.2195 Prevalence (average of logistic output over background sites) 0.0246 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0088 Fixed cumulative value 1 area 0.1784 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.0087 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0531 Fixed cumulative value 5 area 0.0965 Fixed cumulative value 5 training omission 0.0028 Fixed cumulative value 5 test omission 0.0437 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.1054 Fixed cumulative value 10 area 0.0654 Fixed cumulative value 10 training omission 0.0079 Fixed cumulative value 10 test omission 0.0768 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 12.5459 Minimum training presence logistic threshold 0.1316 Minimum training presence area 0.0634 Minimum training presence training omission 0 Minimum training presence test omission 0.086 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 32.7056 10 percentile training presence logistic threshold 0.351 10 percentile training presence area 0.0209 10 percentile training presence training omission 0.0863 10 percentile training presence test omission 0.2387 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 21.7693 Equal training sensitivity and specificity logistic threshold 0.2308 Equal training sensitivity and specificity area 0.0348 Equal training sensitivity and specificity training omission 0.0342 Equal training sensitivity and specificity test omission 0.1487 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 18.8158 Maximum training sensitivity plus specificity logistic threshold 0.1984 Maximum training sensitivity plus specificity area 0.0417 Maximum training sensitivity plus specificity training omission 0.01 Maximum training sensitivity plus specificity test omission 0.1232 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 10.8763 Equal test sensitivity and specificity logistic threshold 0.1141 Equal test sensitivity and specificity area 0.0685 Equal test sensitivity and specificity training omission 0.0105 Equal test sensitivity and specificity test omission 0.0679 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 11.2946 Maximum test sensitivity plus specificity logistic threshold 0.118 Maximum test sensitivity plus specificity area 0.0729 Maximum test sensitivity plus specificity training omission 0.0119 Maximum test sensitivity plus specificity test omission 0.0302 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 2.0404 Balance training omission, predicted area and threshold value logistic threshold 0.0198 Balance training omission, predicted area and threshold value area 0.1391 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.0179 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 14.2101 Equate entropy of thresholded and original distributions logistic threshold 0.1494 Equate entropy of thresholded and original distributions area 0.0506 Equate entropy of thresholded and original distributions training omission 0.0144 Equate entropy of thresholded and original distributions test omission 0.1021 Equate entropy of thresholded and original distributions binomial probability 0