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