Species Cyprinella_lepida (average) total records 18 #Training samples 11 Regularized training gain 4.1487 Unregularized training gain 5.1046 Iterations 361.4 Training AUC 0.9986 #Test samples 7 Test gain 4.4538 Test AUC 0.9887 AUC Standard Deviation 0.0076 AUCdiff 0.009913879 #Background points 10011 basin.1 contribution 49.2997 huc contribution 31.2452 nhd_cumdr contribution 0.5832 nhd_maflowu contribution 0.183 nhd_mavelu contribution 2.3649 tx_alt contribution 0.8973 tx_aspect contribution 0.2398 tx_bio1 contribution 0 tx_bio12 contribution 0.001 tx_bio13 contribution 0.0514 tx_bio14 contribution 0.0013 tx_bio15 contribution 0.0647 tx_bio16 contribution 0.0103 tx_bio17 contribution 0.0116 tx_bio18 contribution 0.1989 tx_bio19 contribution 0.2741 tx_bio2 contribution 0.0001 tx_bio3 contribution 0.1426 tx_bio4 contribution 0.0743 tx_bio5 contribution 0 tx_bio6 contribution 11.3757 tx_bio7 contribution 0.0058 tx_cti contribution 2.7969 tx_slope contribution 0.1781 Training gain without basin.1 3.9535 Training gain without huc 4.0532 Training gain without nhd_cumdr 4.1452 Training gain without nhd_maflowu 4.1466 Training gain without nhd_mavelu 4.0805 Training gain without tx_alt 4.097 Training gain without tx_aspect 4.1409 Training gain without tx_bio1 4.1488 Training gain without tx_bio12 4.1488 Training gain without tx_bio13 4.1461 Training gain without tx_bio14 4.1488 Training gain without tx_bio15 4.1447 Training gain without tx_bio16 4.1479 Training gain without tx_bio17 4.1488 Training gain without tx_bio18 4.1321 Training gain without tx_bio19 4.1355 Training gain without tx_bio2 4.1488 Training gain without tx_bio3 4.1361 Training gain without tx_bio4 4.1453 Training gain without tx_bio5 4.1488 Training gain without tx_bio6 3.9363 Training gain without tx_bio7 4.1484 Training gain without tx_cti 4.0725 Training gain without tx_slope 4.1329 Training gain with only basin.1 2.3004 Training gain with only huc 3.0849 Training gain with only nhd_cumdr 0.0454 Training gain with only nhd_maflowu 0.1725 Training gain with only nhd_mavelu 0.087 Training gain with only tx_alt 0.4635 Training gain with only tx_aspect 0.0161 Training gain with only tx_bio1 0.0812 Training gain with only tx_bio12 0.3499 Training gain with only tx_bio13 0.2478 Training gain with only tx_bio14 0.5704 Training gain with only tx_bio15 0.4242 Training gain with only tx_bio16 0.1301 Training gain with only tx_bio17 0.6036 Training gain with only tx_bio18 0.0752 Training gain with only tx_bio19 0.6107 Training gain with only tx_bio2 0.0111 Training gain with only tx_bio3 0.0602 Training gain with only tx_bio4 0.2158 Training gain with only tx_bio5 0.0175 Training gain with only tx_bio6 0.8094 Training gain with only tx_bio7 0.0966 Training gain with only tx_cti 0.0547 Training gain with only tx_slope 0.075 Test gain without basin.1 4.3664 Test gain without huc 4.4298 Test gain without nhd_cumdr 4.4516 Test gain without nhd_maflowu 4.4496 Test gain without nhd_mavelu 4.3628 Test gain without tx_alt 4.4123 Test gain without tx_aspect 4.455 Test gain without tx_bio1 4.4542 Test gain without tx_bio12 4.4542 Test gain without tx_bio13 4.4576 Test gain without tx_bio14 4.4542 Test gain without tx_bio15 4.4482 Test gain without tx_bio16 4.4526 Test gain without tx_bio17 4.4542 Test gain without tx_bio18 4.4571 Test gain without tx_bio19 4.4475 Test gain without tx_bio2 4.4545 Test gain without tx_bio3 4.4423 Test gain without tx_bio4 4.4585 Test gain without tx_bio5 4.4544 Test gain without tx_bio6 4.2541 Test gain without tx_bio7 4.4552 Test gain without tx_cti 4.378 Test gain without tx_slope 4.4379 Test gain with only basin.1 2.3984 Test gain with only huc 3.3279 Test gain with only nhd_cumdr 0.0534 Test gain with only nhd_maflowu 0.2822 Test gain with only nhd_mavelu 0.1026 Test gain with only tx_alt 0.9153 Test gain with only tx_aspect 0.0281 Test gain with only tx_bio1 0.0871 Test gain with only tx_bio12 0.7206 Test gain with only tx_bio13 0.3652 Test gain with only tx_bio14 1.0362 Test gain with only tx_bio15 0.838 Test gain with only tx_bio16 0.311 Test gain with only tx_bio17 0.9973 Test gain with only tx_bio18 0.1845 Test gain with only tx_bio19 0.9904 Test gain with only tx_bio2 0.0166 Test gain with only tx_bio3 0.0698 Test gain with only tx_bio4 0.2884 Test gain with only tx_bio5 0.0259 Test gain with only tx_bio6 1.098 Test gain with only tx_bio7 0.1189 Test gain with only tx_cti 0.0078 Test gain with only tx_slope 0.1386 AUC without basin.1 0.9926 AUC without huc 0.9892 AUC without nhd_cumdr 0.9885 AUC without nhd_maflowu 0.9886 AUC without nhd_mavelu 0.9869 AUC without tx_alt 0.9884 AUC without tx_aspect 0.9886 AUC without tx_bio1 0.9887 AUC without tx_bio12 0.9887 AUC without tx_bio13 0.9885 AUC without tx_bio14 0.9887 AUC without tx_bio15 0.9877 AUC without tx_bio16 0.9883 AUC without tx_bio17 0.9887 AUC without tx_bio18 0.9871 AUC without tx_bio19 0.9879 AUC without tx_bio2 0.9887 AUC without tx_bio3 0.9887 AUC without tx_bio4 0.9889 AUC without tx_bio5 0.9887 AUC without tx_bio6 0.9886 AUC without tx_bio7 0.9887 AUC without tx_cti 0.9881 AUC without tx_slope 0.9888 AUC with only basin.1 0.9468 AUC with only huc 0.9365 AUC with only nhd_cumdr 0.5094 AUC with only nhd_maflowu 0.6451 AUC with only nhd_mavelu 0.6847 AUC with only tx_alt 0.9006 AUC with only tx_aspect 0.5232 AUC with only tx_bio1 0.6808 AUC with only tx_bio12 0.9088 AUC with only tx_bio13 0.7062 AUC with only tx_bio14 0.9123 AUC with only tx_bio15 0.9167 AUC with only tx_bio16 0.724 AUC with only tx_bio17 0.9019 AUC with only tx_bio18 0.7069 AUC with only tx_bio19 0.8955 AUC with only tx_bio2 0.5145 AUC with only tx_bio3 0.6625 AUC with only tx_bio4 0.7198 AUC with only tx_bio5 0.5917 AUC with only tx_bio6 0.885 AUC with only tx_bio7 0.6745 AUC with only tx_cti 0.5478 AUC with only tx_slope 0.6133 Entropy 5.3407 Prevalence (average of logistic output over background sites) 0.0099 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0017 Fixed cumulative value 1 area 0.3084 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.01 Fixed cumulative value 1 binomial probability 0.0013 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0095 Fixed cumulative value 5 area 0.0826 Fixed cumulative value 5 training omission 0 Fixed cumulative value 5 test omission 0.0357 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.0779 Fixed cumulative value 10 area 0.0283 Fixed cumulative value 10 training omission 0 Fixed cumulative value 10 test omission 0.0672 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 39.211 Minimum training presence logistic threshold 0.52 Minimum training presence area 0.0054 Minimum training presence training omission 0 Minimum training presence test omission 0.2286 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 50.9405 10 percentile training presence logistic threshold 0.6294 10 percentile training presence area 0.0034 10 percentile training presence training omission 0.0854 10 percentile training presence test omission 0.35 10 percentile training presence binomial probability 0.0003 Equal training sensitivity and specificity cumulative threshold 39.198 Equal training sensitivity and specificity logistic threshold 0.5197 Equal training sensitivity and specificity area 0.0054 Equal training sensitivity and specificity training omission 0 Equal training sensitivity and specificity test omission 0.2243 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 39.198 Maximum training sensitivity plus specificity logistic threshold 0.5197 Maximum training sensitivity plus specificity area 0.0054 Maximum training sensitivity plus specificity training omission 0 Maximum training sensitivity plus specificity test omission 0.2243 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 21.2967 Equal test sensitivity and specificity logistic threshold 0.2509 Equal test sensitivity and specificity area 0.0386 Equal test sensitivity and specificity training omission 0.0209 Equal test sensitivity and specificity test omission 0.0329 Equal test sensitivity and specificity binomial probability 0.0003 Maximum test sensitivity plus specificity cumulative threshold 24.4009 Maximum test sensitivity plus specificity logistic threshold 0.2983 Maximum test sensitivity plus specificity area 0.021 Maximum test sensitivity plus specificity training omission 0.0218 Maximum test sensitivity plus specificity test omission 0.0186 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 4.9427 Balance training omission, predicted area and threshold value logistic threshold 0.0087 Balance training omission, predicted area and threshold value area 0.08 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.0314 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 10.8804 Equate entropy of thresholded and original distributions logistic threshold 0.0759 Equate entropy of thresholded and original distributions area 0.022 Equate entropy of thresholded and original distributions training omission 0 Equate entropy of thresholded and original distributions test omission 0.0657 Equate entropy of thresholded and original distributions binomial probability 0