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tyler-tomita / RandomerForest

Discriminant Projection Forest results, datasets, etc.
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interpretability = sparsity #60

Closed jovo closed 9 years ago

jovo commented 9 years ago

RF(total coordiantes) = sum_t (# nodes)

RerF = sum_t (# coordinates per node * number nodes_t

2D scatter plot on examples

tyler-tomita commented 9 years ago

Interesting. I have to rerun the whole thing on all 121 datasets because I didn't save the classifiers after training the first time. Therefore I don't know how many nodes or what the variables used per node are for the trees. I was initially saving them but noticed that I was rapidly running out of disk space on cis, so I stopped.

jovo commented 9 years ago

ah, those last issues that i added were from talking to mauro about your stuff. let's catch up tomorrow...

On Tue, May 19, 2015 at 9:11 PM, ttomita notifications@github.com wrote:

Interesting. I have to rerun the whole thing on all 121 datasets because I didn't save the classifiers after training the first time. Therefore I don't know how many nodes or what the variables used per node are for the trees. I was initially saving them but noticed that I was rapidly running out of disk space on cis, so I stopped.

— Reply to this email directly or view it on GitHub https://github.com/ttomita/DPForest/issues/60#issuecomment-103710911.

the glass is all full: half water, half air. openconnecto.me, jovo.me, office hours https://www.google.com/calendar/embed?src=e2ktu4lrgul8anp8hclrcminp8%40group.calendar.google.com&ctz=America/New_York

tyler-tomita commented 9 years ago

It's a simple metric but could be very telling.

I'm meeting with Will at 10am, so I'm free 11am onward

jovo commented 9 years ago

cool, let's talk around noon.

On Tue, May 19, 2015 at 11:14 PM, ttomita notifications@github.com wrote:

It's a simple metric but could be very telling.

I'm meeting with Will at 10am, so I'm free 11am onward

— Reply to this email directly or view it on GitHub https://github.com/ttomita/DPForest/issues/60#issuecomment-103740678.

the glass is all full: half water, half air. openconnecto.me, jovo.me, office hours https://www.google.com/calendar/embed?src=e2ktu4lrgul8anp8hclrcminp8%40group.calendar.google.com&ctz=America/New_York