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