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