Re: [Scikit-learn-general] sparse matrices with LinearSVC

2014-07-23 Thread Caleb
It is strange. I use sparse matrices with LinearSVC all the time. can you provide some code example? --- Caleb > On 24 Jul, 2014, at 1:46 pm, "Pagliari, Roberto" > wrote: > > Is it possible to use scipy sparse matrices with LinearSVC? > > I tried and it does not

Re: [Scikit-learn-general] Digit recognition

2014-05-24 Thread Caleb
compare SVM to tesseract? -- Caleb-- "Accelerate Dev Cycles with Automated Cross-Browser Testing - For FREE Instantly run your Selenium tests across 300+ browser/OS combos. Get unparalleled scalability from the best Sel

Re: [Scikit-learn-general] Digit recognition

2014-05-23 Thread Caleb
impressive result http://peekaboo-vision.blogspot.de/2010/09/mnist-for-ever.html regards, Caleb > On 24 May, 2014, at 12:36 am, klo uo wrote: > > Replaying to myself... > > The cause for reported "problem" is that classifier samples have empty strips > on both sides,

Re: [Scikit-learn-general] Fail to pip install scikit-learn with python3 in Maverick

2014-05-16 Thread Caleb
I tried install the master branch from github >>> pip3 install git+https://github.com/scikit-learn/scikit-learn.git and it works! Wondering what happened? On Friday, May 16, 2014 7:36 PM, Caleb wrote: Hi Folk, I have recently install python3 via homebrew, and all the libra

Re: [Scikit-learn-general] Fail to pip install scikit-learn with python3 in Maverick

2014-05-16 Thread Caleb
b5gpt7qd34z4gn/T/pip-e1h0ovom-record/install-record.txt --single-version-externally-managed --compile failed with error code 1 in /private/var/folders/rl/k7prlkm91gjcb5gpt7qd34z40000gn/T/pip_build_cat/scikit-learn Can anyone help?  Regards, Caleb -

Re: [Scikit-learn-general] Faster SVM training time with sparse input

2014-03-17 Thread Caleb
>Hi, please repeat your experiments several times because both >Random Forest >Embedding > and your resampling are ?>not deterministic algorithm. their >results may varys a lot >please also check the attributes "n_support_" >and "support_vectors_" in the >object, they're > highly related to >tim

Re: [Scikit-learn-general] Faster SVM training time with sparse input

2014-03-16 Thread Caleb
iginal data. Since T1(data) and T2(data) are both sparse matrix of similar size, I am wondering what are the other factors that make the training time significantly shorter? --- Caleb-- Learn Graph Databases - Downloa

Re: [Scikit-learn-general] Faster SVM training time with sparse input

2014-03-16 Thread Caleb
increase in accuracy might not be surprised. But I wonder why the drastic drop in training time. Any idea? -- Caleb  On Sunday, March 2, 2014 11:34 PM, Olivier Grisel wrote: Inverting 0 and 1 does not change the problem mathematically but does change the number of multiplication addition

Re: [Scikit-learn-general] Faster SVM training time with sparse input

2014-03-02 Thread Caleb
mething to do with the difficulty of the classification problem. By simply inverting the 0 and 1, do we actually affect the difficulty? Or maybe I understand it wrongly? -- Caleb -- Flow-based real-time traffic analyti

[Scikit-learn-general] Faster SVM training time with sparse input

2014-02-28 Thread Caleb
sparse data? Regards, Caleb -- Flow-based real-time traffic analytics software. Cisco certified tool. Monitor traffic, SLAs, QoS, Medianet, WAAS etc. with NetFlow Analyzer Customize your own dashboards, set traffic alerts

Re: [Scikit-learn-general] Sparse matrix support for Decision tree implementation

2014-01-22 Thread Caleb
enables me to investigate why the result is worst easily. Just my 2 cents. Caleb  On Wednesday, January 22, 2014 1:15 PM, Maheshakya Wijewardena wrote: Hi,  I have been using Scikit-learn One hot encoder for data encoding and the resulting array supports only for a few models such as logistic

[Scikit-learn-general] Custom splitting criterion for decision tree classifier

2014-01-12 Thread Caleb
would be best if I don't have to write the code from scratch and reuse as much code in the library as possible. Thanks for any suggestion. Regards, Caleb-- CenturyLink Cloud: The Leader in Enterprise Cloud Services

[Scikit-learn-general] Decision tree nodes labels

2013-12-07 Thread Caleb
from the root node down to this leaf node? Any idea? - Caleb -- Sponsored by Intel(R) XDK Develop, test and display web and hybrid apps with a single code base. Download it for free now! http://pubads.g.doubleclick.net/g

[Scikit-learn-general] Decision tree visualization

2013-12-03 Thread Caleb
dot file which contains all the information I want. But instead of parsing the dot file, is there a more direct way to get what I want? Thanks - Caleb-- Rapidly troubleshoot problems before they affect your business