Astyanax mexicanus Species Astyanax_mexicanus Average(100runs) total records 159 #Training samples 96 Regularized training gain 2.8623 Unregularized training gain 3.5348 Iterations 500 Training AUC 0.9951 #Test samples 63 Test gain 3.3455 Test AUC 0.9714 AUC Standard Deviation 0.0096 AUCdiff 0.023816702 #Background points 10094.69 basin.1 contribution 3.4097 huc contribution 17.1372 nhd_cumdr contribution 2.5468 nhd_maflowu contribution 1.8608 nhd_mavelu contribution 9.0998 tx_alt contribution 5.617 tx_aspect contribution 0.833 tx_bio1 contribution 15.2322 tx_bio12 contribution 1.1794 tx_bio13 contribution 2.0537 tx_bio14 contribution 2.7982 tx_bio15 contribution 1.2574 tx_bio16 contribution 0.9474 tx_bio17 contribution 1.8886 tx_bio18 contribution 1.27 tx_bio19 contribution 2.4514 tx_bio2 contribution 0.3042 tx_bio3 contribution 0.4783 tx_bio4 contribution 9.4866 tx_bio5 contribution 0.7785 tx_bio6 contribution 5.922 tx_bio7 contribution 0.7918 tx_cti contribution 10.9964 tx_slope contribution 1.6598 Training gain without basin.1 2.8444 Training gain without huc 2.6691 Training gain without nhd_cumdr 2.8508 Training gain without nhd_maflowu 2.8472 Training gain without nhd_mavelu 2.8415 Training gain without tx_alt 2.8488 Training gain without tx_aspect 2.8248 Training gain without tx_bio1 2.8395 Training gain without tx_bio12 2.8605 Training gain without tx_bio13 2.8577 Training gain without tx_bio14 2.8552 Training gain without tx_bio15 2.8597 Training gain without tx_bio16 2.8622 Training gain without tx_bio17 2.8584 Training gain without tx_bio18 2.8594 Training gain without tx_bio19 2.8561 Training gain without tx_bio2 2.8604 Training gain without tx_bio3 2.8612 Training gain without tx_bio4 2.8292 Training gain without tx_bio5 2.8618 Training gain without tx_bio6 2.8529 Training gain without tx_bio7 2.8576 Training gain without tx_cti 2.6454 Training gain without tx_slope 2.8124 Training gain with only basin.1 0.6733 Training gain with only huc 1.7749 Training gain with only nhd_cumdr 0.4013 Training gain with only nhd_maflowu 0.32 Training gain with only nhd_mavelu 0.4036 Training gain with only tx_alt 0.4582 Training gain with only tx_aspect 0.048 Training gain with only tx_bio1 0.6889 Training gain with only tx_bio12 0.3297 Training gain with only tx_bio13 0.288 Training gain with only tx_bio14 0.2701 Training gain with only tx_bio15 0.3191 Training gain with only tx_bio16 0.341 Training gain with only tx_bio17 0.3591 Training gain with only tx_bio18 0.4076 Training gain with only tx_bio19 0.3697 Training gain with only tx_bio2 0.1437 Training gain with only tx_bio3 0.2581 Training gain with only tx_bio4 0.6031 Training gain with only tx_bio5 0.3032 Training gain with only tx_bio6 0.484 Training gain with only tx_bio7 0.3557 Training gain with only tx_cti 0.4859 Training gain with only tx_slope 0.1234 Test gain without basin.1 3.3309 Test gain without huc 3.117 Test gain without nhd_cumdr 3.343 Test gain without nhd_maflowu 3.3261 Test gain without nhd_mavelu 3.3334 Test gain without tx_alt 3.3205 Test gain without tx_aspect 3.2996 Test gain without tx_bio1 3.3145 Test gain without tx_bio12 3.3428 Test gain without tx_bio13 3.3461 Test gain without tx_bio14 3.3344 Test gain without tx_bio15 3.3452 Test gain without tx_bio16 3.3448 Test gain without tx_bio17 3.3363 Test gain without tx_bio18 3.3438 Test gain without tx_bio19 3.3186 Test gain without tx_bio2 3.3426 Test gain without tx_bio3 3.3471 Test gain without tx_bio4 3.2849 Test gain without tx_bio5 3.3426 Test gain without tx_bio6 3.3363 Test gain without tx_bio7 3.3438 Test gain without tx_cti 2.9725 Test gain without tx_slope 3.2996 Test gain with only basin.1 0.743 Test gain with only huc 1.7332 Test gain with only nhd_cumdr 0.4759 Test gain with only nhd_maflowu 0.3246 Test gain with only nhd_mavelu 0.4054 Test gain with only tx_alt 0.4879 Test gain with only tx_aspect 0.0154 Test gain with only tx_bio1 0.7398 Test gain with only tx_bio12 0.4153 Test gain with only tx_bio13 0.3064 Test gain with only tx_bio14 0.3197 Test gain with only tx_bio15 0.3676 Test gain with only tx_bio16 0.4071 Test gain with only tx_bio17 0.4832 Test gain with only tx_bio18 0.4234 Test gain with only tx_bio19 0.4394 Test gain with only tx_bio2 0.1921 Test gain with only tx_bio3 0.3131 Test gain with only tx_bio4 0.6084 Test gain with only tx_bio5 0.3069 Test gain with only tx_bio6 0.482 Test gain with only tx_bio7 0.3744 Test gain with only tx_cti 0.4749 Test gain with only tx_slope 0.1143 AUC without basin.1 0.9708 AUC without huc 0.9657 AUC without nhd_cumdr 0.9722 AUC without nhd_maflowu 0.9722 AUC without nhd_mavelu 0.9721 AUC without tx_alt 0.9708 AUC without tx_aspect 0.971 AUC without tx_bio1 0.9715 AUC without tx_bio12 0.972 AUC without tx_bio13 0.972 AUC without tx_bio14 0.971 AUC without tx_bio15 0.9716 AUC without tx_bio16 0.9717 AUC without tx_bio17 0.9716 AUC without tx_bio18 0.9719 AUC without tx_bio19 0.9715 AUC without tx_bio2 0.9715 AUC without tx_bio3 0.9715 AUC without tx_bio4 0.9701 AUC without tx_bio5 0.9716 AUC without tx_bio6 0.9709 AUC without tx_bio7 0.9711 AUC without tx_cti 0.9644 AUC without tx_slope 0.9699 AUC with only basin.1 0.8169 AUC with only huc 0.9116 AUC with only nhd_cumdr 0.7331 AUC with only nhd_maflowu 0.7066 AUC with only nhd_mavelu 0.7426 AUC with only tx_alt 0.7671 AUC with only tx_aspect 0.5546 AUC with only tx_bio1 0.8235 AUC with only tx_bio12 0.74 AUC with only tx_bio13 0.7121 AUC with only tx_bio14 0.711 AUC with only tx_bio15 0.7296 AUC with only tx_bio16 0.7361 AUC with only tx_bio17 0.7621 AUC with only tx_bio18 0.7472 AUC with only tx_bio19 0.7516 AUC with only tx_bio2 0.6607 AUC with only tx_bio3 0.7226 AUC with only tx_bio4 0.7931 AUC with only tx_bio5 0.7133 AUC with only tx_bio6 0.7587 AUC with only tx_bio7 0.7258 AUC with only tx_cti 0.747 AUC with only tx_slope 0.5536 Entropy 6.8817 Prevalence (average of logistic output over background sites) 0.0468 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0061 Fixed cumulative value 1 area 0.4694 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.0095 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0345 Fixed cumulative value 5 area 0.2198 Fixed cumulative value 5 training omission 0 Fixed cumulative value 5 test omission 0.0348 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.0821 Fixed cumulative value 10 area 0.1338 Fixed cumulative value 10 training omission 0.002 Fixed cumulative value 10 test omission 0.0571 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 18.4345 Minimum training presence logistic threshold 0.1846 Minimum training presence area 0.088 Minimum training presence training omission 0 Minimum training presence test omission 0.0878 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 55.1758 10 percentile training presence logistic threshold 0.6161 10 percentile training presence area 0.0126 10 percentile training presence training omission 0.0921 10 percentile training presence test omission 0.271 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 35.7223 Equal training sensitivity and specificity logistic threshold 0.4015 Equal training sensitivity and specificity area 0.0314 Equal training sensitivity and specificity training omission 0.0314 Equal training sensitivity and specificity test omission 0.1609 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 34.7793 Maximum training sensitivity plus specificity logistic threshold 0.387 Maximum training sensitivity plus specificity area 0.0344 Maximum training sensitivity plus specificity training omission 0.0162 Maximum training sensitivity plus specificity test omission 0.1513 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 17.5326 Equal test sensitivity and specificity logistic threshold 0.1691 Equal test sensitivity and specificity area 0.0838 Equal test sensitivity and specificity training omission 0.0078 Equal test sensitivity and specificity test omission 0.0838 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 21.9132 Maximum test sensitivity plus specificity logistic threshold 0.2252 Maximum test sensitivity plus specificity area 0.0693 Maximum test sensitivity plus specificity training omission 0.0088 Maximum test sensitivity plus specificity test omission 0.073 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 5.3825 Balance training omission, predicted area and threshold value logistic threshold 0.0376 Balance training omission, predicted area and threshold value area 0.2094 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.0352 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 14.2236 Equate entropy of thresholded and original distributions logistic threshold 0.1288 Equate entropy of thresholded and original distributions area 0.0978 Equate entropy of thresholded and original distributions training omission 0.0043 Equate entropy of thresholded and original distributions test omission 0.076 Equate entropy of thresholded and original distributions binomial probability 0