public static final class GLRMModelV3.GLRMModelOutputV3 extends water.api.ModelOutputSchema<GLRMModel.GLRMOutput,GLRMModelV3.GLRMModelOutputV3>
Modifier and Type | Field and Description |
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double[][] |
archetypes |
double |
avg_change_obj |
water.api.TwoDimTableBase |
eigenvectors |
int |
iterations |
water.api.KeyV3.FrameKeyV3 |
loading_key |
double |
objective |
water.api.TwoDimTableBase |
pc_importance |
double[] |
std_deviation |
double |
step_size |
Constructor and Description |
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GLRMModelV3.GLRMModelOutputV3() |
acceptsFrame, createAndFillImpl, createImpl, extractVersion, fillFromParms, fillImpl, getExperimentalVersion, getHighestSupportedVersion, getImplClass, getImplClass, getLatestVersion, getSchemaVersion, markdown, markdown, markdown, markdown, newInstance, register, registerAllSchemasIfNecessary, schema, schema, schema, schema, schema, schemaClass, schemaClass, schemaClass, schemaClass, schemas
@API(help="Iterations executed") public int iterations
@API(help="Objective value") public double objective
@API(help="Average change in objective value on final iteration") public double avg_change_obj
@API(help="Final step size") public double step_size
@API(help="Mapping from training data to lower dimensional k-space") public double[][] archetypes
@API(help="Standard deviation of each principal component") public double[] std_deviation
@API(help="Principal components matrix") public water.api.TwoDimTableBase eigenvectors
@API(help="Importance of each principal component") public water.api.TwoDimTableBase pc_importance
@API(help="Frame key for X matrix") public water.api.KeyV3.FrameKeyV3 loading_key