public class ModelOutputSchemaV3<O extends Model.Output,S extends ModelOutputSchemaV3<O,S>> extends SchemaV3<O,S>
SchemaV3.Meta
Schema.AutoParseable
Modifier and Type | Field and Description |
---|---|
java.lang.String[] |
column_types |
KeyV3.FrameKeyV3 |
cross_validation_fold_assignment_frame_id |
KeyV3.FrameKeyV3 |
cross_validation_holdout_predictions_frame_id |
ModelMetricsBaseV3 |
cross_validation_metrics |
TwoDimTableV3 |
cross_validation_metrics_summary |
KeyV3.ModelKeyV3[] |
cross_validation_models |
KeyV3.FrameKeyV3[] |
cross_validation_predictions |
TwoDimTableV3[] |
cv_scoring_history |
double |
default_threshold |
java.lang.String[][] |
domains |
long |
end_time |
IcedHashMapGeneric.IcedHashMapStringString |
help |
hex.ModelCategory |
model_category |
TwoDimTableV3 |
model_summary |
java.lang.String[] |
names |
java.lang.String[] |
original_names |
TwoDimTableV3[] |
reproducibility_information_table |
long |
run_time |
TwoDimTableV3 |
scoring_history |
long |
start_time |
java.lang.String |
status |
ModelMetricsBaseV3 |
training_metrics |
ModelMetricsBaseV3 |
validation_metrics |
Constructor and Description |
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ModelOutputSchemaV3() |
Modifier and Type | Method and Description |
---|---|
S |
fillFromImpl(O impl)
Fill this Schema from the given implementation object.
|
createAndFillImpl, createImpl, extractVersionFromSchemaName, fillFromAny, fillFromBody, fillFromImpl, fillFromImpl, fillFromParms, fillFromParms, fillFromParms, fillImpl, fillImpl, getImplClass, getImplClass, getSchemaName, getSchemaType, getSchemaVersion, init_meta, markdown, markdown, newInstance, newInstance, setField, setSchemaType_doNotCall
asBytes, clone, copyOver, frozenType, read, readExternal, readJSON, reloadFromBytes, toJsonBytes, toJsonString, write, writeExternal
@API(help="Original column names", direction=OUTPUT) public java.lang.String[] original_names
@API(help="Domains for categorical columns", direction=OUTPUT, level=expert) public java.lang.String[][] domains
@API(help="Cross-validation models (model ids)", direction=OUTPUT, level=expert) public KeyV3.ModelKeyV3[] cross_validation_models
@API(help="Cross-validation predictions, one per cv model (deprecated, use cross_validation_holdout_predictions_frame_id instead)", direction=OUTPUT, level=expert) public KeyV3.FrameKeyV3[] cross_validation_predictions
@API(help="Cross-validation holdout predictions (full out-of-sample predictions on training data)", direction=OUTPUT, level=expert) public KeyV3.FrameKeyV3 cross_validation_holdout_predictions_frame_id
@API(help="Cross-validation fold assignment (each row is assigned to one holdout fold)", direction=OUTPUT, level=expert) public KeyV3.FrameKeyV3 cross_validation_fold_assignment_frame_id
@API(help="Category of the model (e.g., Binomial)", values={"Unknown","Binomial","Ordinal","Multinomial","Regression","Clustering","AutoEncoder","DimReduction","WordEmbedding"}, direction=OUTPUT) public hex.ModelCategory model_category
@API(help="Model summary", direction=OUTPUT, level=critical) public TwoDimTableV3 model_summary
@API(help="Scoring history", direction=OUTPUT, level=secondary) public TwoDimTableV3 scoring_history
@API(help="Cross-Validation scoring history", direction=OUTPUT, level=secondary) public TwoDimTableV3[] cv_scoring_history
@API(help="Model reproducibility information", direction=OUTPUT, level=secondary) public TwoDimTableV3[] reproducibility_information_table
@API(help="Training data model metrics", direction=OUTPUT, level=critical) public ModelMetricsBaseV3 training_metrics
@API(help="Validation data model metrics", direction=OUTPUT, level=critical) public ModelMetricsBaseV3 validation_metrics
@API(help="Cross-validation model metrics", direction=OUTPUT, level=critical) public ModelMetricsBaseV3 cross_validation_metrics
@API(help="Cross-validation model metrics summary", direction=OUTPUT, level=critical) public TwoDimTableV3 cross_validation_metrics_summary
@API(help="Start time in milliseconds", direction=OUTPUT, level=secondary) public long start_time
@API(help="End time in milliseconds", direction=OUTPUT, level=secondary) public long end_time
@API(help="Runtime in milliseconds", direction=OUTPUT, level=secondary) public long run_time
@API(help="Default threshold used for predictions", direction=OUTPUT) public double default_threshold
@API(help="Help information for output fields", direction=OUTPUT) public IcedHashMapGeneric.IcedHashMapStringString help
public S fillFromImpl(O impl)
Schema
fillFromImpl
in class Schema<O extends Model.Output,S extends ModelOutputSchemaV3<O,S>>