Species Oreochromis_aureus (average) total records 18 #Training samples 11 Regularized training gain 3.3485 Unregularized training gain 4.8545 Iterations 321 Training AUC 0.9982 #Test samples 7 Test gain -13.6217 Test AUC 0.929 AUC Standard Deviation 0.044 AUCdiff 0.069324785 #Background points 10010.4 basin.1 contribution 0.5078 huc contribution 70.4533 nhd_cumdr contribution 3.1815 nhd_maflowu contribution 0.3196 nhd_mavelu contribution 1.6536 tx_alt contribution 1.9622 tx_aspect contribution 0.2872 tx_bio1 contribution 5.6083 tx_bio12 contribution 0.0002 tx_bio13 contribution 0.2973 tx_bio14 contribution 0.0104 tx_bio15 contribution 0.0047 tx_bio16 contribution 0.0219 tx_bio17 contribution 0.1968 tx_bio18 contribution 0.4024 tx_bio19 contribution 0.1739 tx_bio2 contribution 0.2648 tx_bio3 contribution 0.0665 tx_bio4 contribution 0.0012 tx_bio5 contribution 0.017 tx_bio6 contribution 1.8794 tx_bio7 contribution 0.1689 tx_cti contribution 12.1248 tx_slope contribution 0.3964 Training gain without basin.1 3.3459 Training gain without huc 2.6621 Training gain without nhd_cumdr 3.3464 Training gain without nhd_maflowu 3.3399 Training gain without nhd_mavelu 3.2667 Training gain without tx_alt 3.3285 Training gain without tx_aspect 3.3397 Training gain without tx_bio1 3.3371 Training gain without tx_bio12 3.3485 Training gain without tx_bio13 3.3323 Training gain without tx_bio14 3.3485 Training gain without tx_bio15 3.3483 Training gain without tx_bio16 3.3483 Training gain without tx_bio17 3.3469 Training gain without tx_bio18 3.3435 Training gain without tx_bio19 3.3478 Training gain without tx_bio2 3.3374 Training gain without tx_bio3 3.3446 Training gain without tx_bio4 3.3484 Training gain without tx_bio5 3.3485 Training gain without tx_bio6 3.348 Training gain without tx_bio7 3.3485 Training gain without tx_cti 3.0643 Training gain without tx_slope 3.3385 Training gain with only basin.1 0.8122 Training gain with only huc 2.4501 Training gain with only nhd_cumdr 0.2044 Training gain with only nhd_maflowu 0.176 Training gain with only nhd_mavelu 0.2801 Training gain with only tx_alt 0.4159 Training gain with only tx_aspect 0.0393 Training gain with only tx_bio1 0.6893 Training gain with only tx_bio12 0.0336 Training gain with only tx_bio13 0.0234 Training gain with only tx_bio14 0.0333 Training gain with only tx_bio15 0.0158 Training gain with only tx_bio16 0.0416 Training gain with only tx_bio17 0.0415 Training gain with only tx_bio18 0.1559 Training gain with only tx_bio19 0.0452 Training gain with only tx_bio2 0.3848 Training gain with only tx_bio3 0.0183 Training gain with only tx_bio4 0.2986 Training gain with only tx_bio5 0.1726 Training gain with only tx_bio6 0.6154 Training gain with only tx_bio7 0.4372 Training gain with only tx_cti 0.6885 Training gain with only tx_slope 0.0538 Test gain without basin.1 -15.0129 Test gain without huc -21.1387 Test gain without nhd_cumdr -12.1841 Test gain without nhd_maflowu -12.0542 Test gain without nhd_mavelu -6.6149 Test gain without tx_alt -13.3992 Test gain without tx_aspect -13.4603 Test gain without tx_bio1 -12.5361 Test gain without tx_bio12 -13.4312 Test gain without tx_bio13 -14.961 Test gain without tx_bio14 -14.3843 Test gain without tx_bio15 -14.4274 Test gain without tx_bio16 -14.3434 Test gain without tx_bio17 -14.3763 Test gain without tx_bio18 -14.4653 Test gain without tx_bio19 -13.6594 Test gain without tx_bio2 -13.8792 Test gain without tx_bio3 -14.481 Test gain without tx_bio4 -13.6915 Test gain without tx_bio5 -13.6764 Test gain without tx_bio6 -13.5468 Test gain without tx_bio7 -14.0546 Test gain without tx_cti -18.9608 Test gain without tx_slope -14.0127 Test gain with only basin.1 0.8945 Test gain with only huc 2.6034 Test gain with only nhd_cumdr -13.8376 Test gain with only nhd_maflowu -41.6112 Test gain with only nhd_mavelu 0.3569 Test gain with only tx_alt 0.4773 Test gain with only tx_aspect 0.0291 Test gain with only tx_bio1 0.7412 Test gain with only tx_bio12 0.0037 Test gain with only tx_bio13 -0.009 Test gain with only tx_bio14 -0.0001 Test gain with only tx_bio15 0.0172 Test gain with only tx_bio16 0.0015 Test gain with only tx_bio17 0.0094 Test gain with only tx_bio18 0.0479 Test gain with only tx_bio19 0.0251 Test gain with only tx_bio2 0.469 Test gain with only tx_bio3 0.025 Test gain with only tx_bio4 0.332 Test gain with only tx_bio5 0.1664 Test gain with only tx_bio6 0.6933 Test gain with only tx_bio7 0.5048 Test gain with only tx_cti 0.866 Test gain with only tx_slope -0.1441 AUC without basin.1 0.9291 AUC without huc 0.9163 AUC without nhd_cumdr 0.9291 AUC without nhd_maflowu 0.9288 AUC without nhd_mavelu 0.9276 AUC without tx_alt 0.9294 AUC without tx_aspect 0.9296 AUC without tx_bio1 0.9271 AUC without tx_bio12 0.9289 AUC without tx_bio13 0.9264 AUC without tx_bio14 0.929 AUC without tx_bio15 0.9289 AUC without tx_bio16 0.929 AUC without tx_bio17 0.9299 AUC without tx_bio18 0.9304 AUC without tx_bio19 0.9288 AUC without tx_bio2 0.928 AUC without tx_bio3 0.9283 AUC without tx_bio4 0.929 AUC without tx_bio5 0.9291 AUC without tx_bio6 0.9292 AUC without tx_bio7 0.929 AUC without tx_cti 0.9209 AUC without tx_slope 0.9461 AUC with only basin.1 0.8058 AUC with only huc 0.874 AUC with only nhd_cumdr 0.7435 AUC with only nhd_maflowu 0.8167 AUC with only nhd_mavelu 0.8206 AUC with only tx_alt 0.7048 AUC with only tx_aspect 0.5922 AUC with only tx_bio1 0.8559 AUC with only tx_bio12 0.5009 AUC with only tx_bio13 0.4978 AUC with only tx_bio14 0.4944 AUC with only tx_bio15 0.5294 AUC with only tx_bio16 0.5355 AUC with only tx_bio17 0.4973 AUC with only tx_bio18 0.6402 AUC with only tx_bio19 0.4982 AUC with only tx_bio2 0.7968 AUC with only tx_bio3 0.5544 AUC with only tx_bio4 0.7428 AUC with only tx_bio5 0.6967 AUC with only tx_bio6 0.8363 AUC with only tx_bio7 0.8106 AUC with only tx_cti 0.8763 AUC with only tx_slope 0.5211 Entropy 6.4618 Prevalence (average of logistic output over background sites) 0.0321 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0055 Fixed cumulative value 1 area 0.5807 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.0557 Fixed cumulative value 1 binomial probability 0.0864 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0173 Fixed cumulative value 5 area 0.3192 Fixed cumulative value 5 training omission 0 Fixed cumulative value 5 test omission 0.0886 Fixed cumulative value 5 binomial probability 0.0073 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.0361 Fixed cumulative value 10 area 0.1852 Fixed cumulative value 10 training omission 0 Fixed cumulative value 10 test omission 0.1157 Fixed cumulative value 10 binomial probability 0.0037 Minimum training presence cumulative threshold 49.0359 Minimum training presence logistic threshold 0.567 Minimum training presence area 0.009 Minimum training presence training omission 0 Minimum training presence test omission 0.2729 Minimum training presence binomial probability 0.0006 10 percentile training presence cumulative threshold 62.6135 10 percentile training presence logistic threshold 0.7298 10 percentile training presence area 0.0043 10 percentile training presence training omission 0.0882 10 percentile training presence test omission 0.3571 10 percentile training presence binomial probability 0.0104 Equal training sensitivity and specificity cumulative threshold 49.0359 Equal training sensitivity and specificity logistic threshold 0.567 Equal training sensitivity and specificity area 0.009 Equal training sensitivity and specificity training omission 0 Equal training sensitivity and specificity test omission 0.2729 Equal training sensitivity and specificity binomial probability 0.0006 Maximum training sensitivity plus specificity cumulative threshold 49.0359 Maximum training sensitivity plus specificity logistic threshold 0.567 Maximum training sensitivity plus specificity area 0.009 Maximum training sensitivity plus specificity training omission 0 Maximum training sensitivity plus specificity test omission 0.2729 Maximum training sensitivity plus specificity binomial probability 0.0006 Equal test sensitivity and specificity cumulative threshold 22.7596 Equal test sensitivity and specificity logistic threshold 0.1909 Equal test sensitivity and specificity area 0.1201 Equal test sensitivity and specificity training omission 0.0164 Equal test sensitivity and specificity test omission 0.1129 Equal test sensitivity and specificity binomial probability 0.0147 Maximum test sensitivity plus specificity cumulative threshold 32.6889 Maximum test sensitivity plus specificity logistic threshold 0.3083 Maximum test sensitivity plus specificity area 0.0731 Maximum test sensitivity plus specificity training omission 0.0264 Maximum test sensitivity plus specificity test omission 0.0772 Maximum test sensitivity plus specificity binomial probability 0.0004 Balance training omission, predicted area and threshold value cumulative threshold 7.8656 Balance training omission, predicted area and threshold value logistic threshold 0.0263 Balance training omission, predicted area and threshold value area 0.223 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.0914 Balance training omission, predicted area and threshold value binomial probability 0.0025 Equate entropy of thresholded and original distributions cumulative threshold 20.0263 Equate entropy of thresholded and original distributions logistic threshold 0.095 Equate entropy of thresholded and original distributions area 0.0678 Equate entropy of thresholded and original distributions training omission 0 Equate entropy of thresholded and original distributions test omission 0.18 Equate entropy of thresholded and original distributions binomial probability 0.0014