Commit dfd7a00d authored by Serrière Guillaume's avatar Serrière Guillaume
Browse files

Apply Jussi's review.


Signed-off-by: default avatarSerrière Guillaume <guillaume.serriere@inria.fr>
parent 230e8372
......@@ -333,7 +333,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......
......@@ -1383,7 +1383,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......
......@@ -216,7 +216,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......
......@@ -894,7 +894,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......
......@@ -3793,7 +3793,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -3865,7 +3865,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -3937,7 +3937,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -4009,7 +4009,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -4081,7 +4081,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -4153,7 +4153,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -4225,7 +4225,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -4297,7 +4297,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -4369,7 +4369,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -4441,7 +4441,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -4513,7 +4513,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -4585,7 +4585,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......
......@@ -748,7 +748,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -824,7 +824,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -900,7 +900,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -976,7 +976,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -1052,7 +1052,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -1128,7 +1128,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -1204,7 +1204,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -1280,7 +1280,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -1356,7 +1356,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -1432,7 +1432,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -1508,7 +1508,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -1584,7 +1584,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......
......@@ -1057,7 +1057,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -1137,7 +1137,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -1217,7 +1217,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -1297,7 +1297,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -1377,7 +1377,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -1457,7 +1457,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -1537,7 +1537,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -1617,7 +1617,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -1697,7 +1697,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -1777,7 +1777,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -1857,7 +1857,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -1937,7 +1937,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......
......@@ -1031,7 +1031,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -1107,7 +1107,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -1183,7 +1183,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -1259,7 +1259,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -1335,7 +1335,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -1411,7 +1411,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -1487,7 +1487,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -1563,7 +1563,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -1639,7 +1639,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -1715,7 +1715,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -1791,7 +1791,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -1867,7 +1867,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......
......@@ -1583,7 +1583,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -1659,7 +1659,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -1731,7 +1731,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......
......@@ -4575,7 +4575,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -4647,7 +4647,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -4719,7 +4719,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......
......@@ -903,7 +903,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -975,7 +975,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......@@ -1047,7 +1047,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......
......@@ -1038,7 +1038,7 @@
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Hyperplan distance</Name>
<Name>Hyperplane distance</Name>
</Output>
<Output>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
......
......@@ -48,7 +48,7 @@ a new classification process is triggered, resulting in the generation of the co
* |OVP_DocBegin_BoxAlgorithm_ClassifierProcessor_Output2|
This output reflects the classification algorithm status in the form of a matrix of value. This output will contain one or several distances
to an hyperplan if the classifier provide it. If not, the matrix will have 0 dimension. The format of this output directly depend on
to an hyperplane if the classifier provide it. If not, the matrix will have 0 dimension. The format of this output directly depend on
the classification algorithm and of the strategy used by the processor box.
* |OVP_DocEnd_BoxAlgorithm_ClassifierProcessor_Output2|
*
......
......@@ -156,7 +156,8 @@ A well-known classifier supporting non-linear classification via kernels. The im
This algorithm provides only probabilities.
\par Linear Discriminant Analysis (LDA)
A simple and fast linear classifier. For description, see any major textbook on Machine Learning or Statistics (e.g. Duda, Hart & Stork, or Hastie, Tibshirani & Friedman). This algorithm can be used with a regularized covariance matrix.
A simple and fast linear classifier. For description, see any major textbook on Machine Learning or Statistics (e.g. Duda, Hart & Stork, or Hastie, Tibshirani & Friedman). This algorithm can be used with a regularized covariance matrix
according to a method proposed by Ledoit & Wolf: "A Well-Conditioned Estimator for Large-Dimensional Covariance Matrices", 2004..
The Linear Discriminant Analysis has the following option.
\par
\li Use shrinkage: Use a classic or a regularized covariance matrix.
......@@ -168,7 +169,7 @@ This algorithm provides only probabilities.
\par
Note that setting shrinkage to 0 should get you the regular LDA behavior. If you additionally force the covariance to be diagonal, you should get a model resembling the Naive Bayes classifier.
\par
This algorithm provides both hyperplan distance and probabilities.
This algorithm provides both hyperplane distance and probabilities.
Cross Validation
......
......@@ -90,7 +90,7 @@ boolean CAlgorithmClassifierLDA::uninitialize(void)
boolean CAlgorithmClassifierLDA::train(const IFeatureVectorSet& rFeatureVectorSet)
{
this->initializeExtraParameterMecanism(OVP_ClassId_Algorithm_ClassifierLDA);
this->initializeExtraParameterMechanism();
boolean l_bUseShrinkage = this->getBooleanParameter(OVP_Algorithm_ClassifierLDA_InputParameterId_UseShrinkage);
......@@ -110,7 +110,7 @@ boolean CAlgorithmClassifierLDA::train(const IFeatureVectorSet& rFeatureVectorSe
ip_bDiagonalCov = false;
l_pDiagonalCov = false;
}
this->uninitializeExtraParameterMecanism();
this->uninitializeExtraParameterMechanism();
......@@ -294,7 +294,7 @@ void CAlgorithmClassifierLDA::generateConfigurationNode(void)
std::stringstream l_sClasses;
std::stringstream l_sWeigths;
std::stringstream l_sBiasDistance;
std::stringstream l_sCoefficentProbability;
std::stringstream l_sCoefficientProbability;
l_sClasses << m_f64Class1 << " " << m_f64Class2;
l_sWeigths << std::scientific;
......@@ -305,7 +305,7 @@ void CAlgorithmClassifierLDA::generateConfigurationNode(void)
}
l_sBiasDistance << m_f64BiasDistance;
l_sCoefficentProbability << m_f64w0;