scalation.modeling.BestStep
The BestStep is used to record the best improvement step found so far during feature selection. Note, best depends on whether maximizing or minimizing
Value parameters
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bestq
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the best QoF for metric qk so far
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col
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the column/variable to ADD/REMOVE for this step
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mod
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the model including selected features/variables for this step
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qk
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the index for the Quality of Fit (QoF) measure/metric used for comparison
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qof
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the Quality of Fit (QoF) for this step
Attributes
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Graph
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Supertypes
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trait Serializable
trait Product
trait Equals
class Object
trait Matchable
class Any
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Members list
Return the better between this and candidate step.
Return the better between this and candidate step.
Value parameters
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cand
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the new candidate
Attributes
Return the better between this and the to be formed candidate step.
Return the better between this and the to be formed candidate step.
Value parameters
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j
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the index of the feature/variable
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mod_j
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the model with j
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qof_j
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the QoF for mod_j
Attributes
Return whether this step is better than or equal to that step.
Return whether this step is better than or equal to that step.
Value parameters
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that_qof
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the QoF for that step
Attributes
Return whether this step is better than that step.
Return whether this step is better than that step.
Value parameters
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that_qof
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the Qof for that step
Attributes
Attributes
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Inherited from:
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Product
Attributes
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Inherited from:
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Product