Documentation forEMTrainingSession¶
linker.training.estimate_parameters_using_expectation_maximisation returns an object of type EMTrainingSession which has the following methods:
Manages training models using the Expectation Maximisation algorithm, and holds statistics on the evolution of parameter estimates. Plots diagnostic charts
probability_two_random_records_match_iteration_chart()
¶
Display a chart showing the iteration history of the probability that two random records match.
Returns:
| Type | Description |
|---|---|
ChartReturnType
|
An interactive Altair chart. |
match_weights_interactive_history_chart()
¶
Display an interactive chart of the match weights history.
Returns:
| Type | Description |
|---|---|
ChartReturnType
|
An interactive Altair chart. |
m_u_values_interactive_history_chart()
¶
Display an interactive chart of the m and u values.
Returns:
| Type | Description |
|---|---|
ChartReturnType
|
An interactive Altair chart. |