object RidgeRegressionTest6 extends App
The RidgeRegressionTest6 object tests the RidgeRegression class using the AutoMPG
dataset. It illustrates using the Relation class for reading the data
from a .csv file "auto-mpg.csv". Assumes no missing values.
It also combines feature selection with cross-validation and plots
R2, R2 bar and R^2 cv vs. the instance index.
> runMain scalation.analytics.RidgeRegressionTest6
Linear Supertypes
Ordering
- Alphabetic
- By Inheritance
Inherited
- RidgeRegressionTest6
- App
- DelayedInit
- AnyRef
- Any
- Hide All
- Show All
Visibility
- Public
- All
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
-
def
args: Array[String]
- Attributes
- protected
- Definition Classes
- App
- Annotations
- @deprecatedOverriding( "args should not be overridden" , "2.11.0" )
-
final
def
asInstanceOf[T0]: T0
- Definition Classes
- Any
- val auto_tab: Relation
-
def
clone(): AnyRef
- Attributes
- protected[lang]
- Definition Classes
- AnyRef
- Annotations
- @throws( ... ) @native() @HotSpotIntrinsicCandidate()
- val cols: Set[Int]
-
final
def
eq(arg0: AnyRef): Boolean
- Definition Classes
- AnyRef
-
def
equals(arg0: Any): Boolean
- Definition Classes
- AnyRef → Any
-
val
executionStart: Long
- Definition Classes
- App
- Annotations
- @deprecatedOverriding( ... , "2.11.0" )
-
final
def
getClass(): Class[_]
- Definition Classes
- AnyRef → Any
- Annotations
- @native() @HotSpotIntrinsicCandidate()
-
def
hashCode(): Int
- Definition Classes
- AnyRef → Any
- Annotations
- @native() @HotSpotIntrinsicCandidate()
-
final
def
isInstanceOf[T0]: Boolean
- Definition Classes
- Any
- val k: Int
-
def
main(args: Array[String]): Unit
- Definition Classes
- App
- Annotations
- @deprecatedOverriding( "main should not be overridden" , "2.11.0" )
- val n: Int
-
final
def
ne(arg0: AnyRef): Boolean
- Definition Classes
- AnyRef
-
final
def
notify(): Unit
- Definition Classes
- AnyRef
- Annotations
- @native() @HotSpotIntrinsicCandidate()
-
final
def
notifyAll(): Unit
- Definition Classes
- AnyRef
- Annotations
- @native() @HotSpotIntrinsicCandidate()
- val rSq: MatriD
- val rrg: RidgeRegression
-
final
def
synchronized[T0](arg0: ⇒ T0): T0
- Definition Classes
- AnyRef
- val t: VectorD
-
def
toString(): String
- Definition Classes
- AnyRef → Any
-
final
def
wait(arg0: Long, arg1: Int): Unit
- Definition Classes
- AnyRef
- Annotations
- @throws( ... )
-
final
def
wait(arg0: Long): Unit
- Definition Classes
- AnyRef
- Annotations
- @throws( ... ) @native()
-
final
def
wait(): Unit
- Definition Classes
- AnyRef
- Annotations
- @throws( ... )
- val x: MatriD
- val y: VectorD
Deprecated Value Members
-
def
delayedInit(body: ⇒ Unit): Unit
- Definition Classes
- App → DelayedInit
- Annotations
- @deprecated
- Deprecated
(Since version 2.11.0) the delayedInit mechanism will disappear
-
def
finalize(): Unit
- Attributes
- protected[lang]
- Definition Classes
- AnyRef
- Annotations
- @throws( classOf[java.lang.Throwable] ) @Deprecated
- Deprecated