public class ModelMetricsListSchemaV3 extends RequestSchemaV3
| Modifier and Type | Field and Description |
|---|---|
int |
deepFeaturesHiddenLayer
Extract Deep Features for given hidden layer (optional, only for Deep Learning models)
|
boolean |
deviances
Compute the deviances per row (optional, only for classification or regression models)
|
FrameKeyV3 |
deviancesFrame
Key for the frame containing per-observation deviances (optional)
|
int |
exemplarIndex
Retrieve all members for a given exemplar (optional, only for Aggregator models)
|
FrameKeyV3 |
frame
Key of Frame of interest (optional)
|
boolean |
leafNodeAssignment
Return the leaf node assignment (optional, only for DRF/GBM models)
|
ModelKeyV3 |
model
Key of Model of interest (optional)
|
ModelMetricsBaseV3[] |
modelMetrics
ModelMetrics
|
FrameKeyV3 |
predictionsFrame
Key of predictions frame, if predictions are requested (optional)
|
boolean |
projectArchetypes
Project GLRM archetypes back into original feature space (optional, only for GLRM models)
|
boolean |
reconstructionError
Compute reconstruction error (optional, only for Deep Learning AutoEncoder models)
|
boolean |
reconstructionErrorPerFeature
Compute reconstruction error per feature (optional, only for Deep Learning AutoEncoder models)
|
boolean |
reconstructTrain
Reconstruct original training frame (optional, only for GLRM models)
|
boolean |
reverseTransform
Reverse transformation applied during training to model output (optional, only for GLRM models)
|
_excludeFields| Constructor and Description |
|---|
ModelMetricsListSchemaV3()
Public constructor
|
| Modifier and Type | Method and Description |
|---|---|
java.lang.String |
toString()
Return the contents of this object as a JSON String.
|
public ModelKeyV3 model
public FrameKeyV3 frame
public FrameKeyV3 predictionsFrame
public FrameKeyV3 deviancesFrame
public boolean reconstructionError
public boolean reconstructionErrorPerFeature
public int deepFeaturesHiddenLayer
public boolean reconstructTrain
public boolean projectArchetypes
public boolean reverseTransform
public boolean leafNodeAssignment
public int exemplarIndex
public boolean deviances
public ModelMetricsBaseV3[] modelMetrics
public java.lang.String toString()
toString in class RequestSchemaV3