FinalPred: Stores the prediction for a specific voting scheme.

In D2MCS: Data Driving Multiple Classifier System

Stores the prediction for a specific voting scheme.

Description

The class is used to store the computed probability after executing an specific voting scheme.

Methods

Public methods

• FinalPred$new()

• FinalPred$set()

• FinalPred$getProb()

• FinalPred$getRaw()

• FinalPred$getClassValues()

• FinalPred$getPositiveClass()

• FinalPred$getNegativeClass()

• FinalPred$clone()

---

Method new()

Method for initializing the object variables during runtime.

Usage

FinalPred$new()

---

Method set()

Sets the computed probabilities after executing an specific voting scheme.

Usage

FinalPred$set(prob, raw, class.values, positive.class)

Arguments

prob

A vector containing the probabilities of the prediction for a specific voting scheme.

raw

A vector containing the raw results of the prediction for a specific voting scheme.

class.values

A vector containing the class values.

positive.class

A character value containing the positive class.

---

Method getProb()

Gets the probabilities of the prediction for a specific voting scheme.

Usage

FinalPred$getProb()

Returns

The vector value of probabilities of the prediction for a specific voting scheme.

---

Method getRaw()

Gets the raw results of the prediction for a specific voting scheme.

Usage

FinalPred$getRaw()

Returns

The vector value of raw results of the prediction for a specific voting scheme.

---

Method getClassValues()

Gets the class values (positive class + negative class).

Usage

FinalPred$getClassValues()

Returns

The vector value of class values.

---

Method getPositiveClass()

Gets the positive class.

Usage

FinalPred$getPositiveClass()

Returns

The character value of positive class.

---

Method getNegativeClass()

Gets the negative class.

Usage

FinalPred$getNegativeClass()

Returns

The character value of negative class.

---

Method clone()

The objects of this class are cloneable with this method.

Usage

FinalPred$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.

See Also

Prediction, SimpleVoting, SingleVoting, CombinedVoting, VotingStrategy

D2MCS documentation built on Aug. 23, 2022, 5:07 p.m.