EntropyRegularizedLogisticRegressionSSLR
General Interface for EntropyRegularizedLogisticRegression model
Fit with x , y (labeled data) and unlabeled data (x_U)
Get most frequented
Get value mean
Fit with x and y
General Interface for COREG model
General Interface for LinearTSVM model
MCNearestMeanClassifierSSLR
General Interface for MCNearestMeanClassifier (Moment Constrained Semi-supervised Nearest Mean Classifier) model
best_split,DecisionTreeClassifier-method
Best Split function
DecisionTreeClassifier-class
Class DecisionTreeClassifier
Load parsnip
EMNearestMeanClassifierSSLR
General Interface for EMNearestMeanClassifier model
EMLeastSquaresClassifierSSLR
General Interface for EMLeastSquaresClassifier model
Class Node for Decision Tree
RandomForestSemisupervised-class
Class Random Forest
General Interface Random Forest model
General Interface Decision Tree model
Combining the hypothesis of the classifiers
General Interface for Democratic model
Function to create DecisionTree
fit_decision_tree,DecisionTreeClassifier-method
Fit decision tree
Function calculate gini
General Interface coBCReg model
FUNCTION TO GET REAL X AND Y WITH FORMULA AND DATA
CoBC generic method
Breast
An S4 method to fit decision tree.
Gini or Variance by column
Predict TSVMSSLR
predict.USMLeastSquaresClassifierSSLR
Predict USMLeastSquaresClassifierSSLR
General Interface for WellSVM model
Predictions of the COREG method
Self-training generic method
Predictions of the coBC method
Predict WellSVMSSLR
Combining the hypothesis
Tri-training generic method
General Interface for SETRED model
FUNCTION TO GET FUNCTION METHOD
Get most frequented
An S4 method to grow tree.
An S4 method to best split
Check value in leaf
knn_regression
Ceck interface x y
Abalone
fit_random_forest,RandomForestSemisupervised-method
Fit Random Forest
fit_x_u object
Function to compute Gini index
Generic Interface coBCReg model
Time series data set
Load parsnip
grow_tree,DecisionTreeClassifier-method
Function grow tree
nullOrNumericOrCharacter-class
An S4 class to represent a class with more types values: null, numeric or character
Predict LaplacianSVMSSLR
1-NN supervised classifier builder
predict.EMLeastSquaresClassifierSSLR
Predict EMLeastSquaresClassifierSSLR
predict.model_sslr_fitted
Predictions of model_sslr_fitted class
An S4 method to predict inputs.
Model Predictions
predict.MCNearestMeanClassifierSSLR
Predict MCNearestMeanClassifierSSLR
Predictions of the Democratic method
Print model SSLR
Predict LinearTSVMSSLR
Wine recognition data
Predictions of the Self-training method
Democratic generic method
Fit with formula and data
General Interface for Tri-training model
Predictions of the SETRED method
predict.EntropyRegularizedLogisticRegressionSSLR
Predict EntropyRegularizedLogisticRegressionSSLR
predict.EMNearestMeanClassifierSSLR
Predict EMNearestMeanClassifierSSLR
Function to get gtoup from gini index
predict,RandomForestSemisupervised-method
Function to predict inputs in Decision Tree
FUNCTION TO TRAIN GENERIC MODEL
predict,DecisionTreeClassifier-method
Function to predict inputs in Decision Tree
FUNCTION TO GET FUNCTION METHOD
Predictions of the SNNRCE method
Load RSSL
predict_inputs,DecisionTreeClassifier-method
Predict inputs Decision Tree
predict.SSLRDecisionTree_fitted
Predictions of the SSLRDecisionTree_fitted method
General Interface for Self-training model
Predictions of the Tri-training method
predict.RandomForestSemisupervised_fitted
Predictions of the SSLRDecisionTree_fitted method
Objects exported from other packages
SETRED generic method
Predictions of the SNNRCE method
General Interface for SNNRCE model
General Interface for LaplacianSVM model
USMLeastSquaresClassifierSSLR
General Interface for USMLeastSquaresClassifier (Updated Second Moment Least Squares Classifier) model
General Interface for TSVM (Transductive SVM classifier using the convex concave procedure) model
Combining the hypothesis
General Interface for CoBC model