Species Lepomis_cyanellus (average) total records 460 #Training samples 276 Regularized training gain 1.4283 Unregularized training gain 1.839 Iterations 500 Training AUC 0.9551 #Test samples 184 Test gain 1.5757 Test AUC 0.9044 AUC Standard Deviation 0.0113 AUCdiff 0.053083447 #Background points 10269.95 basin.1 contribution 3.6312 huc contribution 21.0806 nhd_cumdr contribution 1.0577 nhd_maflowu contribution 9.4132 nhd_mavelu contribution 10.9908 tx_alt contribution 8.8478 tx_aspect contribution 1.0181 tx_bio1 contribution 4.9458 tx_bio12 contribution 0.3189 tx_bio13 contribution 0.5593 tx_bio14 contribution 0.4742 tx_bio15 contribution 0.5757 tx_bio16 contribution 0.8584 tx_bio17 contribution 0.5085 tx_bio18 contribution 0.3508 tx_bio19 contribution 0.3958 tx_bio2 contribution 0.3335 tx_bio3 contribution 0.5709 tx_bio4 contribution 2.0178 tx_bio5 contribution 1.8416 tx_bio6 contribution 3.4421 tx_bio7 contribution 3.5936 tx_cti contribution 21.6086 tx_slope contribution 1.5651 Training gain without basin.1 1.4189 Training gain without huc 1.2582 Training gain without nhd_cumdr 1.4228 Training gain without nhd_maflowu 1.4144 Training gain without nhd_mavelu 1.404 Training gain without tx_alt 1.412 Training gain without tx_aspect 1.4156 Training gain without tx_bio1 1.4231 Training gain without tx_bio12 1.4277 Training gain without tx_bio13 1.4268 Training gain without tx_bio14 1.4255 Training gain without tx_bio15 1.4261 Training gain without tx_bio16 1.4262 Training gain without tx_bio17 1.4266 Training gain without tx_bio18 1.4263 Training gain without tx_bio19 1.4267 Training gain without tx_bio2 1.4259 Training gain without tx_bio3 1.4271 Training gain without tx_bio4 1.4239 Training gain without tx_bio5 1.4274 Training gain without tx_bio6 1.4264 Training gain without tx_bio7 1.4234 Training gain without tx_cti 1.2272 Training gain without tx_slope 1.406 Training gain with only basin.1 0.1724 Training gain with only huc 0.6461 Training gain with only nhd_cumdr 0.2167 Training gain with only nhd_maflowu 0.3622 Training gain with only nhd_mavelu 0.2785 Training gain with only tx_alt 0.2367 Training gain with only tx_aspect 0.0297 Training gain with only tx_bio1 0.2904 Training gain with only tx_bio12 0.1321 Training gain with only tx_bio13 0.1199 Training gain with only tx_bio14 0.1582 Training gain with only tx_bio15 0.1609 Training gain with only tx_bio16 0.0952 Training gain with only tx_bio17 0.2012 Training gain with only tx_bio18 0.0349 Training gain with only tx_bio19 0.1896 Training gain with only tx_bio2 0.1519 Training gain with only tx_bio3 0.0723 Training gain with only tx_bio4 0.1492 Training gain with only tx_bio5 0.1423 Training gain with only tx_bio6 0.2546 Training gain with only tx_bio7 0.1728 Training gain with only tx_cti 0.4478 Training gain with only tx_slope 0.0089 Test gain without basin.1 1.5726 Test gain without huc 1.4436 Test gain without nhd_cumdr 1.5669 Test gain without nhd_maflowu 1.5604 Test gain without nhd_mavelu 1.545 Test gain without tx_alt 1.5513 Test gain without tx_aspect 1.5678 Test gain without tx_bio1 1.5651 Test gain without tx_bio12 1.5741 Test gain without tx_bio13 1.5728 Test gain without tx_bio14 1.5677 Test gain without tx_bio15 1.5715 Test gain without tx_bio16 1.572 Test gain without tx_bio17 1.5708 Test gain without tx_bio18 1.5709 Test gain without tx_bio19 1.5723 Test gain without tx_bio2 1.5681 Test gain without tx_bio3 1.5719 Test gain without tx_bio4 1.5689 Test gain without tx_bio5 1.5766 Test gain without tx_bio6 1.573 Test gain without tx_bio7 1.5673 Test gain without tx_cti 1.2913 Test gain without tx_slope 1.5591 Test gain with only basin.1 0.1563 Test gain with only huc 0.5294 Test gain with only nhd_cumdr 0.2121 Test gain with only nhd_maflowu 0.3732 Test gain with only nhd_mavelu 0.2908 Test gain with only tx_alt 0.2507 Test gain with only tx_aspect 0.0205 Test gain with only tx_bio1 0.3054 Test gain with only tx_bio12 0.1493 Test gain with only tx_bio13 0.1379 Test gain with only tx_bio14 0.1765 Test gain with only tx_bio15 0.1823 Test gain with only tx_bio16 0.101 Test gain with only tx_bio17 0.254 Test gain with only tx_bio18 0.0355 Test gain with only tx_bio19 0.2267 Test gain with only tx_bio2 0.1578 Test gain with only tx_bio3 0.0869 Test gain with only tx_bio4 0.1438 Test gain with only tx_bio5 0.1417 Test gain with only tx_bio6 0.2464 Test gain with only tx_bio7 0.178 Test gain with only tx_cti 0.4575 Test gain with only tx_slope -0.0134 AUC without basin.1 0.9045 AUC without huc 0.8942 AUC without nhd_cumdr 0.9039 AUC without nhd_maflowu 0.9036 AUC without nhd_mavelu 0.9025 AUC without tx_alt 0.9024 AUC without tx_aspect 0.904 AUC without tx_bio1 0.9036 AUC without tx_bio12 0.9043 AUC without tx_bio13 0.904 AUC without tx_bio14 0.9037 AUC without tx_bio15 0.9042 AUC without tx_bio16 0.9041 AUC without tx_bio17 0.9041 AUC without tx_bio18 0.9039 AUC without tx_bio19 0.9042 AUC without tx_bio2 0.9036 AUC without tx_bio3 0.904 AUC without tx_bio4 0.9038 AUC without tx_bio5 0.9044 AUC without tx_bio6 0.9041 AUC without tx_bio7 0.9036 AUC without tx_cti 0.8779 AUC without tx_slope 0.9025 AUC with only basin.1 0.6447 AUC with only huc 0.7724 AUC with only nhd_cumdr 0.6833 AUC with only nhd_maflowu 0.7385 AUC with only nhd_mavelu 0.7087 AUC with only tx_alt 0.6983 AUC with only tx_aspect 0.5507 AUC with only tx_bio1 0.7156 AUC with only tx_bio12 0.6477 AUC with only tx_bio13 0.6405 AUC with only tx_bio14 0.6629 AUC with only tx_bio15 0.6662 AUC with only tx_bio16 0.6209 AUC with only tx_bio17 0.6709 AUC with only tx_bio18 0.5754 AUC with only tx_bio19 0.6687 AUC with only tx_bio2 0.656 AUC with only tx_bio3 0.5986 AUC with only tx_bio4 0.6512 AUC with only tx_bio5 0.6394 AUC with only tx_bio6 0.6973 AUC with only tx_bio7 0.6645 AUC with only tx_cti 0.7441 AUC with only tx_slope 0.5121 Entropy 8.0163 Prevalence (average of logistic output over background sites) 0.149 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0266 Fixed cumulative value 1 area 0.743 Fixed cumulative value 1 training omission 0.0004 Fixed cumulative value 1 test omission 0.0132 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0754 Fixed cumulative value 5 area 0.5043 Fixed cumulative value 5 training omission 0.0043 Fixed cumulative value 5 test omission 0.0359 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.1267 Fixed cumulative value 10 area 0.3662 Fixed cumulative value 10 training omission 0.0113 Fixed cumulative value 10 test omission 0.0645 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 3.5626 Minimum training presence logistic threshold 0.0578 Minimum training presence area 0.5928 Minimum training presence training omission 0 Minimum training presence test omission 0.0252 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 32.7368 10 percentile training presence logistic threshold 0.3608 10 percentile training presence area 0.1264 10 percentile training presence training omission 0.0969 10 percentile training presence test omission 0.2223 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 34.9964 Equal training sensitivity and specificity logistic threshold 0.3838 Equal training sensitivity and specificity area 0.1143 Equal training sensitivity and specificity training omission 0.1146 Equal training sensitivity and specificity test omission 0.244 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 32.1137 Maximum training sensitivity plus specificity logistic threshold 0.3535 Maximum training sensitivity plus specificity area 0.131 Maximum training sensitivity plus specificity training omission 0.0818 Maximum training sensitivity plus specificity test omission 0.2129 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 25.8796 Equal test sensitivity and specificity logistic threshold 0.2895 Equal test sensitivity and specificity area 0.1697 Equal test sensitivity and specificity training omission 0.06 Equal test sensitivity and specificity test omission 0.1697 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 26.4361 Maximum test sensitivity plus specificity logistic threshold 0.295 Maximum test sensitivity plus specificity area 0.1687 Maximum test sensitivity plus specificity training omission 0.0613 Maximum test sensitivity plus specificity test omission 0.1533 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 7.0155 Balance training omission, predicted area and threshold value logistic threshold 0.0961 Balance training omission, predicted area and threshold value area 0.4409 Balance training omission, predicted area and threshold value training omission 0.0041 Balance training omission, predicted area and threshold value test omission 0.0451 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 13.4654 Equate entropy of thresholded and original distributions logistic threshold 0.1614 Equate entropy of thresholded and original distributions area 0.3033 Equate entropy of thresholded and original distributions training omission 0.0172 Equate entropy of thresholded and original distributions test omission 0.0849 Equate entropy of thresholded and original distributions binomial probability 0