[Biomod-commits] evaluating results
Pep Serra
josep.serra at uab.cat
Wed Nov 4 16:43:35 CET 2009
Hi BIOMODers,
I run BIOMOD for some species and I obtained these results which are a
bit difficult to interpret to me:
I am checking AUC and TSS model by model and comparing it to the
Ensemble modeling approach:
TSS
mean
ANN 0.70566667
CTA 0.7495
GAM 0.75466667
GBM 0.77866667
GLM 0.7365
MARS 0.75016667
MDA 0.69866667
RF 0.80516667
SRE 0.436
EF 0.97055927
I am producing an ensemble forecasting giving weights according to the
TSS statistic (decay=1.6). For each model I used the cross-validation
result out of Evaluation.results.Kappa.
Is it possible to obtain a TSS statistic even much better than the best
model and the best run of the best model (according to TSS)?
Thanx !
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