Re: [R] randomForest parameters for image classification

2010-11-18 Thread Deschamps, Benjamin
the image in blocks and use predict.randomForest directly. Benjamin -Original Message- From: Liaw, Andy [mailto:andy_l...@merck.com] Sent: November 18, 2010 8:39 AM To: Deschamps, Benjamin; r-help@r-project.org Subject: RE: [R] randomForest parameters for image classification 1. Memory

Re: [R] randomForest parameters for image classification

2010-11-18 Thread Liaw, Andy
show us the code you used to run randomForest, the output, as > well as what you get with other algorithms (on the same random subset > for comparison). I have yet to see a dataset where randomForest does > _far_ worse than other methods. > > Andy > > > -Original Mes

Re: [R] randomForest parameters for image classification

2010-11-16 Thread Deschamps, Benjamin
ks, Benjamin -Original Message- From: Liaw, Andy [mailto:andy_l...@merck.com] Sent: November 11, 2010 7:02 AM To: Deschamps, Benjamin; r-help@r-project.org Subject: RE: [R] randomForest parameters for image classification Please show us the code you used to run randomForest, the output, as well as wha

Re: [R] randomForest parameters for image classification

2010-11-11 Thread Liaw, Andy
p-boun...@r-project.org > [mailto:r-help-boun...@r-project.org] On Behalf Of Deschamps, Benjamin > Sent: Tuesday, November 09, 2010 10:52 AM > To: r-help@r-project.org > Subject: [R] randomForest parameters for image classification > > I am implementing an image classifica

[R] randomForest parameters for image classification

2010-11-09 Thread Deschamps, Benjamin
I am implementing an image classification algorithm using the randomForest package. The training data consists of 31000+ training cases over 26 variables, plus one factor predictor variable (the training class). The main issue I am encountering is very low overall classification accuracy (a lot of