TrainingRun class
Information about a single training query run for the model.
Constructors
-
TrainingRun({List<
GlobalExplanation> ? classLevelGlobalExplanations, DataSplitResult? dataSplitResult, EvaluationMetrics? evaluationMetrics, GlobalExplanation? modelLevelGlobalExplanation, List<IterationResult> ? results, String? startTime, TrainingOptions? trainingOptions, String? trainingStartTime, String? vertexAiModelId, String? vertexAiModelVersion}) - TrainingRun.fromJson(Map json_)
Properties
-
classLevelGlobalExplanations
↔ List<
GlobalExplanation> ? -
Global explanation contains the explanation of top features on the class
level.
getter/setter pair
- dataSplitResult ↔ DataSplitResult?
-
Data split result of the training run.
getter/setter pair
- evaluationMetrics ↔ EvaluationMetrics?
-
The evaluation metrics over training/eval data that were computed at the
end of training.
getter/setter pair
- hashCode → int
-
The hash code for this object.
no setterinherited
- modelLevelGlobalExplanation ↔ GlobalExplanation?
-
Global explanation contains the explanation of top features on the model
level.
getter/setter pair
-
results
↔ List<
IterationResult> ? -
Output of each iteration run, results.size() <= max_iterations.
getter/setter pair
- runtimeType → Type
-
A representation of the runtime type of the object.
no setterinherited
- startTime ↔ String?
-
The start time of this training run.
getter/setter pair
- trainingOptions ↔ TrainingOptions?
-
Options that were used for this training run, includes user specified and
default options that were used.
getter/setter pair
- trainingStartTime ↔ String?
-
The start time of this training run, in milliseconds since epoch.
getter/setter pair
- vertexAiModelId ↔ String?
-
The model id in the
Vertex AI Model Registry
for this training run.
getter/setter pair
- vertexAiModelVersion ↔ String?
-
The model version in the
Vertex AI Model Registry
for this training run.
getter/setter pair
Methods
-
noSuchMethod(
Invocation invocation) → dynamic -
Invoked when a nonexistent method or property is accessed.
inherited
-
toJson(
) → Map< String, dynamic> -
toString(
) → String -
A string representation of this object.
inherited
Operators
-
operator ==(
Object other) → bool -
The equality operator.
inherited