Inheritance diagram for classias::binary_data_with_quark_base< instance_tmpl, attributes_quark_tmpl >:
This class represents a data set for training a binary classifier. The class stores instances into a vector. This class implements the necessary functions num_attributes(), num_features(), and num_labels() for training algorithms. In addition, this class owns a quark to assign attribute identifiers, and overwrites num_attributes() and num_features().
| instance_tmpl | The type of an instance. | |
| attributes_quark_tmpl | The type of an attribute quark. |
Public Types | |
| typedef instance_tmpl | instance_type |
| The type of an instance. | |
| typedef attributes_quark_tmpl | attributes_quark_type |
| The type of a feature vector. | |
|
typedef binary_data_base< instance_tmpl > | base_type |
| The type of the base class. | |
| typedef base_type::size_type | size_type |
| A type counting the number of pairs in a container. | |
| typedef base_type::iterator | iterator |
| A type providing a random-access iterator. | |
| typedef base_type::const_iterator | const_iterator |
| A type providing a read-only random-access iterator. | |
| typedef base_type::attribute_type | attribute_type |
| The type of an attribute. | |
Public Member Functions | |
| binary_data_with_quark_base () | |
| Constructs the object. | |
| virtual | ~binary_data_with_quark_base () |
| Destructs the object. | |
| int | num_attributes () const |
| Returns the total number of attributes. | |
| int | num_labels () const |
| Returns the total number of labels. | |
| int | num_features () const |
| Returns the total number of features. | |
Data Fields | |
| attributes_quark_type | attributes |
| A feature quark. | |
| int classias::binary_data_with_quark_base< instance_tmpl, attributes_quark_tmpl >::num_attributes | ( | ) | const [inline] |
Returns the total number of attributes.
Reimplemented from classias::binary_data_base< instance_tmpl >.
| int classias::binary_data_with_quark_base< instance_tmpl, attributes_quark_tmpl >::num_labels | ( | ) | const [inline] |
Returns the total number of labels.
Reimplemented from classias::binary_data_base< instance_tmpl >.
| int classias::binary_data_with_quark_base< instance_tmpl, attributes_quark_tmpl >::num_features | ( | ) | const [inline] |
Returns the total number of features.
Reimplemented from classias::binary_data_base< instance_tmpl >.