turicreate.connected_components.ConnectedComponentsModel — Turi Create API 6.4.1 documentation (original) (raw)
class turicreate.connected_components. ConnectedComponentsModel(model)¶
A ConnectedComponentsModel object contains the component ID for each vertex and the total number of weakly connected components in the graph.
A weakly connected component is a maximal set of vertices such that there exists an undirected path between any two vertices in the set.
Below is a list of queryable fields for this model:
| Field | Description |
|---|---|
| graph | A new SGraph with the color id as a vertex property |
| training_time | Total training time of the model |
| component_size | An SFrame with the size of each component |
| component_id | An SFrame with each vertex’s component id |
This model cannot be constructed directly. Instead, useturicreate.connected_components.create() to create an instance of this model. A detailed list of parameter options and code samples are available in the documentation for the create function.
Methods
| ConnectedComponentsModel.name() | Returns the name of the model. |
|---|---|
| ConnectedComponentsModel.save(location) | Save the model. |
| ConnectedComponentsModel.summary([output]) | Print a summary of the model. |