|
IRISLIB database
|
|
|
IRISLIB database
|
|
This class provides an implemantation of Partitioning Around Medoids (PAM) algorithm adding Simulated Annealing (See Wikipedia article for more information) to avoid falling into a local minimum. More...
Public Attributes | |
| Extensive | |
| More... | |
 Public Attributes inherited from PAM | |
| K | |
| The number of clusters to create. More... | |
| Public Attributes inherited from AbstractModel | |
| DSName | |
| More... | |
| Dim | |
| More... | |
| Normalize | |
| Whether to normalize distance across multiple dimensions. More... | |
| P | |
| The power to use in calculation of dissimilarity. More... | |
| Verbose | |
| More... | |
Additional Inherited Members | |
| Public Member Functions inherited from PAM | |
| _.Library.Double | ClusterCost (_.Library.Integer k) |
| This class provides an implemantation of Partitioning Around Medoids (PAM) algorithm, a.k.a. More... | |
| _.Library.Boolean | IsPrepared () |
| Checks whether the model is ready for an analysis to be executed. More... | |
| Public Member Functions inherited from AbstractModel | |
| _.Library.Integer | ById (_.Library.RawString id) |
| Returns the ordinal number of the point with the given ID id. More... | |
| _.Library.Double | Distance (_.Library.Integer i, _.Library.Integer j, _.Library.Double p, _.Library.Boolean normalize) |
| Returns the dissimilarity measure between two data points of the model. More... | |
| _.Library.Double | Distance1 (_.Library.Integer i, z, _.Library.Double p, _.Library.Boolean normalize) |
| Returns the dissimilarity measure between a data points of the model and a point with given coordinates. More... | |
| _.Library.Double | Distance12 (z1, z2, _.Library.Double p, _.Library.Boolean normalize) |
| Returns the dissimilarity measure between two points with given coordinates. More... | |
| _.DeepSee.extensions.clusters.ASW | GetASWIndex () |
| Returns an object that can calculate an index used in Cluster Validation. More... | |
| _.DeepSee.extensions.clusters.CalinskiHarabasz | GetCalinskiHarabaszIndex (_.Library.Integer normalize) |
| Returns an object that can calculate an index used in Cluster Validation. More... | |
| GetCentroid (_.Library.Integer k, z) | |
| Returns the coordinates for the centroid for a given cluster. More... | |
| _.Library.Integer | GetCluster (_.Library.Integer point) |
| Returns the cluster ordinal for a given point. More... | |
| GetClusterSize (_.Library.Integer k) | |
| Returns the number of data points assigned to a given cluster. More... | |
| _.Library.Integer | GetCost (_.Library.Integer i, _.Library.Integer j) |
| Returns the dissimilarity measure as used by this clustering algorithm. More... | |
| _.Library.Integer | GetCount () |
| Returns the number of all data points in the model. | |
| _.Library.Integer | GetDimensions () |
| Returns the dimensionality of the model. | |
| _.Library.String | GetId (_.Library.Integer i) |
| Returns the unque Id of the point with the ordinal number specified by i. More... | |
| _.Library.Integer | GetNumberOfClusters () |
| Returns the number of clusters in the model. | |
| _.DeepSee.extensions.clusters.PearsonGamma | GetPearsonGammaIndex () |
| Returns an object that can calculate an index used in Cluster Validation. More... | |
| GlobalCentroid (z) | |
| Returns the coordinates for the centroid for the whole dataset. More... | |
| _.Library.Double | RelativeClusterCost (_.Library.Integer k, _.Library.Integer m) |
| Returns the realtive cost of a given cluster relative to a medoid point m. More... | |
| Reset () | |
| Kills all the data associated with this model. | |
| _.Library.Status | SetData (_.Library.IResultSet rs, _.Library.Integer dim, _.Library.Double nullReplacement) |
| Sets the data to be associated with this model. More... | |
| iterateCluster (_.Library.Integer k, _.Library.Integer i, _.Library.String id, coordinates) | |
| Iterates over all the data points assigned to a given cluster. More... | |
| printAll () | |
| Convenience method. More... | |
| printCluster (_.Library.Integer k) | |
| Convenience method. More... | |
| Public Member Functions inherited from RegisteredObject | |
| _.Library.Status | OnAddToSaveSet (_.Library.Integer depth, _.Library.Integer insert, _.Library.Integer callcount) |
| This callback method is invoked when the current object is added to the SaveSet,. More... | |
| _.Library.Status | OnClose () |
| This callback method is invoked by the <METHOD>Close</METHOD> method to. More... | |
| _.Library.Status | OnConstructClone (_.Library.RegisteredObject object, _.Library.Boolean deep, _.Library.String cloned) |
| This callback method is invoked by the <METHOD>ConstructClone</METHOD> method to. More... | |
| _.Library.Status | OnNew () |
| This callback method is invoked by the <METHOD>New</METHOD> method to. More... | |
| _.Library.Status | OnValidateObject () |
| This callback method is invoked by the <METHOD>ValidateObject</METHOD> method to. More... | |
| Static Public Member Functions inherited from AbstractModel | |
| _.Library.Status | Delete (_.Library.String dataset) |
| Deletes a model for a dataset with the name given by dataset argument. | |
| _.Library.Boolean | Exists (_.Library.String dataset) |
| Checks whether a model for a dataset with the name given by dataset argument already exists. | |
| Static Public Attributes inherited from RegisteredObject | |
| CAPTION = None | |
| Optional name used by the Form Wizard for a class when generating forms. More... | |
| JAVATYPE = None | |
| The Java type to be used when exported. | |
| PROPERTYVALIDATION = None | |
| This parameter controls the default validation behavior for the object. More... | |
This class provides an implemantation of Partitioning Around Medoids (PAM) algorithm adding Simulated Annealing (See Wikipedia article for more information) to avoid falling into a local minimum.
| Extensive |
1.9.1