abacusai.model_monitor_version_metric_data
Classes
Data for displaying model monitor version metric data |
Module Contents
- class abacusai.model_monitor_version_metric_data.ModelMonitorVersionMetricData(client, name=None, algoName=None, featureGroupVersion=None, modelMonitor=None, modelMonitorVersion=None, metricInfos=None, metricNames=None, metrics=None, metricCharts=None, otherMetrics=None, actualValuesSupportedForDrilldown=None)
Bases:
abacusai.return_class.AbstractApiClassData for displaying model monitor version metric data
- Parameters:
client (ApiClient) – An authenticated API Client instance
name (str) – The name of the metric type
algoName (str) – The name of the algo used for the prediction metric
featureGroupVersion (str) – The prediction feature group used for analysis
modelMonitor (str) – The id of the model monitor
modelMonitorVersion (str) – The id of the model monitor version
metricInfos (dict) – Name and description for metrics
metricNames (dict) – Internal name to external name mapping
metrics (dict) – Metric name to metric data
metricCharts (list) – List of different metric charts
otherMetrics (list) – List of other metrics to optionally plot
actualValuesSupportedForDrilldown (list) – List of values support for drilldown
- name
- algo_name
- feature_group_version
- model_monitor
- model_monitor_version
- metric_infos
- metric_names
- metrics
- metric_charts
- other_metrics
- actual_values_supported_for_drilldown
- deprecated_keys
- __repr__()