Module svm

source code

Wrap the libsvm package into a very simple class interface.

Classes

[hide private]

SVM
Support Vector Machine Classifier(s) based on Shogun

Functions

[hide private]

_setdebug(obj, partname)
Helper to set level of debugging output for SG :Parameters: obj In SG debug output seems to be set per every object partname : basestring For what kind of object we are talking about...

source code

_tosg(data)
Draft helper function to convert data we have into SG suitable format

source code

Variables

[hide private]

_DEV__doc__ = ...

Function Details

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_setdebug(obj, partname)

source code

Helper to set level of debugging output for SG
:Parameters:
  obj
    In SG debug output seems to be set per every object
  partname : basestring
    For what kind of object we are talking about... could be automated
    later on (TODO)

_tosg(data)

source code

Draft helper function to convert data we have into SG suitable format

TODO: Support different datatypes

Variables Details

[hide private]

_DEVdoc

Value:

"""

TODOs:
 * dual-license under GPL for use of SG?
 * for recent versions add ability to specify/parametrize normalizatio
n
   scheme for the kernel, and reuse 'scale' now for the normalizer
 * Add support for simplified linear classifiers (which do not require
...

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