Thanks for the great software (and help via personal email. I should have posted here instead. mea culpa)
Bugs
Minor bug - CRAN version does not return posterior distributions for mu. Note that the dev version does do this!
Minor bug - The dev version works like a charm, but seems to run extremely slowly on my device (5x or worse slower than the CRAN version)
Enhancement Requests
[UPDATE - I JUST NOTICED THE DEV VERSION DOES HAVE A PREDICT METHOD WHICH WORKS GREAT]
It would be really helpful to have a "predict" function (or, perhaps even better, just return the actual BART). This would allow straightforward testing on independent samples for out-of-sample performance assessment, as well as implementation for use in "real-world" settings (e.g. providing pre-treatment predictions to M.D.s in an actual clinical setting - which is something I would like to do).
Thanks for the great software (and help via personal email. I should have posted here instead. mea culpa)
Bugs
Minor bug - CRAN version does not return posterior distributions for mu. Note that the dev version does do this! Minor bug - The dev version works like a charm, but seems to run extremely slowly on my device (5x or worse slower than the CRAN version)
Enhancement Requests [UPDATE - I JUST NOTICED THE DEV VERSION DOES HAVE A PREDICT METHOD WHICH WORKS GREAT]
It would be really helpful to have a "predict" function (or, perhaps even better, just return the actual BART). This would allow straightforward testing on independent samples for out-of-sample performance assessment, as well as implementation for use in "real-world" settings (e.g. providing pre-treatment predictions to M.D.s in an actual clinical setting - which is something I would like to do).