SSLR

General Interface for COREG model

Class DecisionTreeClassifier

General Interface for EMLeastSquaresClassifier model

General Interface for EMNearestMeanClassifier model

General Interface for EntropyRegularizedLogisticRegression model

General Interface for GRFClassifier (Label propagation using Gaussian Random Fields and Harmonic) model

General Interface for LaplacianSVM model

General Interface for LinearTSVM model

General Interface for MCNearestMeanClassifier (Moment Constrained Semi-supervised Nearest Mean Classifier) model

Class Node for Decision Tree

Class Random Forest

General Interface Decision Tree model

General Interface Random Forest model

General Interface for TSVM (Transductive SVM classifier using the convex concave procedure) model

General Interface for USMLeastSquaresClassifier (Updated Second Moment Least Squares Classifier) model

General Interface for WellSVM model

Abalone

An S4 method to best split

Best Split function

Breast

Function calculate gini

General Interface Pairwise Constrained Clustering By Local Search

Check value in leaf

Ceck interface x y

General Interface COP K-Means Algorithm

Get labels of clusters

Cluster labels

General Interface for CoBC model

Combining the hypothesis

CoBC generic method

General Interface coBCReg model

Generic Interface coBCReg model

Time series data set

General Interface Constrained KMeans

General Interface for Democratic model

Combining the hypothesis of the classifiers

Democratic generic method

Fit with formula and data

An S4 method to fit decision tree.

Fit decision tree

Fit Random Forest

fit_x_u object

Fit with x , y (labeled data) and unlabeled data (x_U)

Fit with x and y

Get centers model of clustering

Cluster labels

Get most frequented

Get mean probability over all trees as prob vector

FUNCTION TO GET FUNCTION METHOD

FUNCTION TO GET FUNCTION METHOD

Function to get gtoup from gini index

Get most frequented

Get value mean

FUNCTION TO GET REAL X AND Y WITH FORMULA AND DATA

Gini or Variance by column

Function to compute Gini index

An S4 method to grow tree.

Function grow tree

knn_regression

General LCVQE Algorithm

Load parsnip

Load RSSL

Load conclust

Load parsnip

General Interface MPC K-Means Algorithm

Function to create DecisionTree

An S4 class to represent a class with more types values: null, numeric or character

1-NN supervised classifier builder

Function to predict inputs in Decision Tree

Function to predict inputs in Decision Tree

Predictions of the COREG method

Predict EMLeastSquaresClassifierSSLR

Predict EMNearestMeanClassifierSSLR

Predict EntropyRegularizedLogisticRegressionSSLR

Predict LaplacianSVMSSLR

Predict LinearTSVMSSLR

Predict MCNearestMeanClassifierSSLR

Model Predictions

Predictions of the SSLRDecisionTree_fitted method

Predictions of the SSLRDecisionTree_fitted method

Predict TSVMSSLR

Predict USMLeastSquaresClassifierSSLR

Predict WellSVMSSLR

Predictions of the coBC method

Predictions of the Democratic method

Predictions of model_sslr_fitted class

Predictions of the Self-training method

Predictions of the SETRED method

Predictions of the SNNRCE method

Predictions of the SNNRCE method

Predictions of the Tri-training method

An S4 method to predict inputs.

Predict inputs Decision Tree

predictions unlabeled data

predictions unlabeled data

Predictions of unlabeled data

Print model SSLR

Objects exported from other packages

General Interface Seeded KMeans

General Interface for Self-training model

Self-training generic method

General Interface for SETRED model

SETRED generic method

General Interface for SNNRCE model

FUNCTION TO TRAIN GENERIC MODEL

General Interface for Tri-training model

Combining the hypothesis

Tri-training generic method

Wine recognition data