Updated doc of FeatureBlockLogisticRegression

shogun-toolbox · Aug 21, 2012 · 3a54e3f · 3a54e3f
1 parent 59d6cc7
commit 3a54e3f
Showing 1 changed file with 11 additions and 1 deletion.
diff --git a/src/shogun/classifier/FeatureBlockLogisticRegression.h b/src/shogun/classifier/FeatureBlockLogisticRegression.h
@@ -16,7 +16,17 @@
 
 namespace shogun
 {
-/** @brief  */
+/** @brief class FeatureBlockLogisticRegression, a linear
+ * binary logistic loss classifier for problems with complex feature relations.
+ * Currently two feature relations are supported - feature group
+ * (done via CIndexBlockGroup) and feature tree (done via CIndexTree). 
+ * Handling of feature relations is done via L1/Lq (for groups) and L1/L2 
+ * (for trees) regularization.
+ * 
+ * @see CIndexBlock
+ * @see CIndexBlockGroup
+ * @see CIndexBlockTree
+ */
 class CFeatureBlockLogisticRegression : public CLinearMachine
 {