Species Dorosoma_petenense (average) total records 101 #Training samples 61 Regularized training gain 2.9338 Unregularized training gain 3.57 Iterations 500 Training AUC 0.9924 #Test samples 40 Test gain 3.0419 Test AUC 0.9582 AUC Standard Deviation 0.0131 AUCdiff 0.034461911 #Background points 10060.4 basin.1 contribution 2.3981 huc contribution 31.5364 nhd_cumdr contribution 2.5979 nhd_maflowu contribution 33.697 nhd_mavelu contribution 0.7063 tx_alt contribution 8.3688 tx_aspect contribution 0.6218 tx_bio1 contribution 0.2001 tx_bio12 contribution 0.7496 tx_bio13 contribution 0.3654 tx_bio14 contribution 2.1505 tx_bio15 contribution 0.1929 tx_bio16 contribution 0.1087 tx_bio17 contribution 1.0631 tx_bio18 contribution 0.6814 tx_bio19 contribution 2.5386 tx_bio2 contribution 0.275 tx_bio3 contribution 0.0076 tx_bio4 contribution 0.7314 tx_bio5 contribution 0.0879 tx_bio6 contribution 0.0741 tx_bio7 contribution 0.0224 tx_cti contribution 10.6049 tx_slope contribution 0.2199 Training gain without basin.1 2.9266 Training gain without huc 2.4463 Training gain without nhd_cumdr 2.8812 Training gain without nhd_maflowu 2.9191 Training gain without nhd_mavelu 2.9116 Training gain without tx_alt 2.9072 Training gain without tx_aspect 2.9222 Training gain without tx_bio1 2.9323 Training gain without tx_bio12 2.934 Training gain without tx_bio13 2.9342 Training gain without tx_bio14 2.9338 Training gain without tx_bio15 2.9337 Training gain without tx_bio16 2.9343 Training gain without tx_bio17 2.9337 Training gain without tx_bio18 2.928 Training gain without tx_bio19 2.9294 Training gain without tx_bio2 2.9334 Training gain without tx_bio3 2.9339 Training gain without tx_bio4 2.9251 Training gain without tx_bio5 2.9324 Training gain without tx_bio6 2.9332 Training gain without tx_bio7 2.934 Training gain without tx_cti 2.7458 Training gain without tx_slope 2.9235 Training gain with only basin.1 0.6048 Training gain with only huc 1.7117 Training gain with only nhd_cumdr 1.0098 Training gain with only nhd_maflowu 1.305 Training gain with only nhd_mavelu 0.7042 Training gain with only tx_alt 0.7616 Training gain with only tx_aspect 0.0347 Training gain with only tx_bio1 0.4216 Training gain with only tx_bio12 0.8105 Training gain with only tx_bio13 0.6004 Training gain with only tx_bio14 0.8048 Training gain with only tx_bio15 0.6263 Training gain with only tx_bio16 0.7222 Training gain with only tx_bio17 0.7886 Training gain with only tx_bio18 0.5317 Training gain with only tx_bio19 0.8405 Training gain with only tx_bio2 0.4559 Training gain with only tx_bio3 0.1624 Training gain with only tx_bio4 0.1532 Training gain with only tx_bio5 0.0291 Training gain with only tx_bio6 0.3936 Training gain with only tx_bio7 0.3122 Training gain with only tx_cti 1.1398 Training gain with only tx_slope 0.0739 Test gain without basin.1 3.0411 Test gain without huc 2.6104 Test gain without nhd_cumdr 2.9681 Test gain without nhd_maflowu 3.0286 Test gain without nhd_mavelu 3.0002 Test gain without tx_alt 3.0311 Test gain without tx_aspect 3.0386 Test gain without tx_bio1 3.0406 Test gain without tx_bio12 3.0426 Test gain without tx_bio13 3.0421 Test gain without tx_bio14 3.0424 Test gain without tx_bio15 3.0429 Test gain without tx_bio16 3.0415 Test gain without tx_bio17 3.041 Test gain without tx_bio18 3.0217 Test gain without tx_bio19 3.0328 Test gain without tx_bio2 3.0441 Test gain without tx_bio3 3.0446 Test gain without tx_bio4 3.0261 Test gain without tx_bio5 3.0375 Test gain without tx_bio6 3.0454 Test gain without tx_bio7 3.0422 Test gain without tx_cti 2.772 Test gain without tx_slope 3.0532 Test gain with only basin.1 0.5645 Test gain with only huc 1.3833 Test gain with only nhd_cumdr 1.0849 Test gain with only nhd_maflowu 1.3647 Test gain with only nhd_mavelu 0.7813 Test gain with only tx_alt 0.7814 Test gain with only tx_aspect 0.0019 Test gain with only tx_bio1 0.504 Test gain with only tx_bio12 0.8882 Test gain with only tx_bio13 0.6431 Test gain with only tx_bio14 0.8386 Test gain with only tx_bio15 0.6483 Test gain with only tx_bio16 0.7999 Test gain with only tx_bio17 0.8402 Test gain with only tx_bio18 0.5891 Test gain with only tx_bio19 0.8872 Test gain with only tx_bio2 0.4726 Test gain with only tx_bio3 0.1944 Test gain with only tx_bio4 0.1439 Test gain with only tx_bio5 0.0348 Test gain with only tx_bio6 0.3988 Test gain with only tx_bio7 0.3099 Test gain with only tx_cti 1.1334 Test gain with only tx_slope 0.0487 AUC without basin.1 0.9577 AUC without huc 0.9487 AUC without nhd_cumdr 0.9567 AUC without nhd_maflowu 0.9576 AUC without nhd_mavelu 0.9569 AUC without tx_alt 0.9573 AUC without tx_aspect 0.9586 AUC without tx_bio1 0.958 AUC without tx_bio12 0.9582 AUC without tx_bio13 0.9581 AUC without tx_bio14 0.9581 AUC without tx_bio15 0.9581 AUC without tx_bio16 0.9581 AUC without tx_bio17 0.9582 AUC without tx_bio18 0.9575 AUC without tx_bio19 0.958 AUC without tx_bio2 0.9585 AUC without tx_bio3 0.9583 AUC without tx_bio4 0.9578 AUC without tx_bio5 0.958 AUC without tx_bio6 0.9584 AUC without tx_bio7 0.9581 AUC without tx_cti 0.9494 AUC without tx_slope 0.9596 AUC with only basin.1 0.7667 AUC with only huc 0.8478 AUC with only nhd_cumdr 0.8172 AUC with only nhd_maflowu 0.8467 AUC with only nhd_mavelu 0.7762 AUC with only tx_alt 0.8255 AUC with only tx_aspect 0.5338 AUC with only tx_bio1 0.7756 AUC with only tx_bio12 0.808 AUC with only tx_bio13 0.7978 AUC with only tx_bio14 0.806 AUC with only tx_bio15 0.7959 AUC with only tx_bio16 0.7978 AUC with only tx_bio17 0.8102 AUC with only tx_bio18 0.724 AUC with only tx_bio19 0.8106 AUC with only tx_bio2 0.7609 AUC with only tx_bio3 0.6303 AUC with only tx_bio4 0.6447 AUC with only tx_bio5 0.5743 AUC with only tx_bio6 0.7454 AUC with only tx_bio7 0.7211 AUC with only tx_cti 0.8465 AUC with only tx_slope 0.4521 Entropy 6.7713 Prevalence (average of logistic output over background sites) 0.0424 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0086 Fixed cumulative value 1 area 0.4138 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.0135 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0338 Fixed cumulative value 5 area 0.2208 Fixed cumulative value 5 training omission 0.001 Fixed cumulative value 5 test omission 0.0612 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.0723 Fixed cumulative value 10 area 0.1373 Fixed cumulative value 10 training omission 0.0062 Fixed cumulative value 10 test omission 0.1013 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 15.0058 Minimum training presence logistic threshold 0.1283 Minimum training presence area 0.117 Minimum training presence training omission 0 Minimum training presence test omission 0.1242 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 44.517 10 percentile training presence logistic threshold 0.4842 10 percentile training presence area 0.0189 10 percentile training presence training omission 0.0961 10 percentile training presence test omission 0.3193 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 29.9339 Equal training sensitivity and specificity logistic threshold 0.2974 Equal training sensitivity and specificity area 0.0388 Equal training sensitivity and specificity training omission 0.0394 Equal training sensitivity and specificity test omission 0.223 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 29.0107 Maximum training sensitivity plus specificity logistic threshold 0.2857 Maximum training sensitivity plus specificity area 0.0419 Maximum training sensitivity plus specificity training omission 0.0194 Maximum training sensitivity plus specificity test omission 0.2028 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 12.8982 Equal test sensitivity and specificity logistic threshold 0.1003 Equal test sensitivity and specificity area 0.1171 Equal test sensitivity and specificity training omission 0.01 Equal test sensitivity and specificity test omission 0.1162 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 19.5521 Maximum test sensitivity plus specificity logistic threshold 0.175 Maximum test sensitivity plus specificity area 0.0857 Maximum test sensitivity plus specificity training omission 0.0189 Maximum test sensitivity plus specificity test omission 0.1068 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 4.9952 Balance training omission, predicted area and threshold value logistic threshold 0.0338 Balance training omission, predicted area and threshold value area 0.2208 Balance training omission, predicted area and threshold value training omission 0 Balance training omission, predicted area and threshold value test omission 0.0587 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 16.0027 Equate entropy of thresholded and original distributions logistic threshold 0.1279 Equate entropy of thresholded and original distributions area 0.088 Equate entropy of thresholded and original distributions training omission 0.0125 Equate entropy of thresholded and original distributions test omission 0.1385 Equate entropy of thresholded and original distributions binomial probability 0