ProblemSchema

Represents a machine learning problem. The CLI infers what the problem is by looking at schema and data.

kind: What kind of problem is it? Regression, binary classification, multiclassification? A ProblemKind
responseFeature: A description for the response feature as an OPRawFeature
idField: The avro field representing object IDs
features: A list of feature descriptions as an OPRawFeature, excluding the id field
schemaName: The class name of the schema
schemaFullName: The full name of the schema, including the package (used for generating import statements)

Linear Supertypes

Serializable, Serializable, Product, Equals, AnyRef, Any

Instance Constructors

new ProblemSchema(kind: ProblemKind, responseFeature: OPRawFeature, idField: AvroField, features: List[OPRawFeature], schemaName: String, schemaFullName: String, theReader: String)

kind

What kind of problem is it? Regression, binary classification, multiclassification? A ProblemKind

responseFeature

A description for the response feature as an OPRawFeature

idField

The avro field representing object IDs

features

A list of feature descriptions as an OPRawFeature, excluding the id field

schemaName

The class name of the schema

schemaFullName

The full name of the schema, including the package (used for generating import statements)

Value Members

final def !=(arg0: Any): Boolean

Definition Classes

AnyRef → Any
final def ##(): Int

Definition Classes

AnyRef → Any
final def ==(arg0: Any): Boolean

Definition Classes

AnyRef → Any
final def asInstanceOf[T0]: T0

Definition Classes

Any
def clone(): AnyRef

Attributes

protected[java.lang]

Definition Classes

AnyRef

Annotations

@throws( ... )
final def eq(arg0: AnyRef): Boolean

Definition Classes

AnyRef
val features: List[OPRawFeature]

A list of feature descriptions as an OPRawFeature, excluding the id field
def finalize(): Unit

Attributes

protected[java.lang]

Definition Classes

AnyRef

Annotations

@throws( classOf[java.lang.Throwable] )
final def getClass(): Class[_]

Definition Classes

AnyRef → Any
val idField: AvroField

The avro field representing object IDs
final def isInstanceOf[T0]: Boolean

Definition Classes

Any
val kind: ProblemKind

What kind of problem is it? Regression, binary classification, multiclassification? A ProblemKind
final def ne(arg0: AnyRef): Boolean

Definition Classes

AnyRef
final def notify(): Unit

Definition Classes

AnyRef
final def notifyAll(): Unit

Definition Classes

AnyRef
val responseFeature: OPRawFeature

A description for the response feature as an OPRawFeature
val schemaFullName: String

The full name of the schema, including the package (used for generating import statements)
val schemaName: String

The class name of the schema
final def synchronized[T0](arg0: ⇒ T0): T0

Definition Classes

AnyRef
val theReader: String
final def wait(): Unit

Definition Classes

AnyRef

Annotations

@throws( ... )
final def wait(arg0: Long, arg1: Int): Unit

Definition Classes

AnyRef

Annotations

@throws( ... )
final def wait(arg0: Long): Unit

Definition Classes

AnyRef

Annotations

@throws( ... )

Related Docs: object ProblemSchema | package gen

case class ProblemSchema(kind: ProblemKind, responseFeature: OPRawFeature, idField: AvroField, features: List[OPRawFeature], schemaName: String, schemaFullName: String, theReader: String) extends Product with Serializable

Instance Constructors

new ProblemSchema(kind: ProblemKind, responseFeature: OPRawFeature, idField: AvroField, features: List[OPRawFeature], schemaName: String, schemaFullName: String, theReader: String)

Value Members

final def !=(arg0: Any): Boolean

final def ##(): Int

final def ==(arg0: Any): Boolean

final def asInstanceOf[T0]: T0

def clone(): AnyRef

final def eq(arg0: AnyRef): Boolean

val features: List[OPRawFeature]

def finalize(): Unit

final def getClass(): Class[_]

val idField: AvroField

final def isInstanceOf[T0]: Boolean

val kind: ProblemKind

final def ne(arg0: AnyRef): Boolean

final def notify(): Unit

final def notifyAll(): Unit

val responseFeature: OPRawFeature

val schemaFullName: String

val schemaName: String

final def synchronized[T0](arg0: ⇒ T0): T0

val theReader: String

final def wait(): Unit

final def wait(arg0: Long, arg1: Int): Unit

final def wait(arg0: Long): Unit

Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from AnyRef

Inherited from Any

Ungrouped