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