Man pages for SSLR
Semi-Supervised Classification, Regression and Clustering Methods
| abalone | Abalone |
| best_split | An S4 method to best split |
| best_split-DecisionTreeClassifier-method | Best Split function |
| breast | Breast |
| calculate_gini | Function calculate gini |
| cclsSSLR | General Interface Pairwise Constrained Clustering By Local... |
| check_value | Check value in leaf |
| check_xy_interface | Ceck interface x y |
| ckmeansSSLR | General Interface COP K-Means Algorithm |
| cluster_labels | Get labels of clusters |
| cluster_labels.model_sslr_fitted | Cluster labels |
| coBC | General Interface for CoBC model |
| coBCCombine | Combining the hypothesis |
| coBCG | CoBC generic method |
| coBCReg | General Interface coBCReg model |
| coBCRegG | Generic Interface coBCReg model |
| coffee | Time series data set |
| constrained_kmeans | General Interface Constrained KMeans |
| COREG | General Interface for COREG model |
| DecisionTreeClassifier-class | Class DecisionTreeClassifier |
| democratic | General Interface for Democratic model |
| democraticCombine | Combining the hypothesis of the classifiers |
| democraticG | Democratic generic method |
| EMLeastSquaresClassifierSSLR | General Interface for EMLeastSquaresClassifier model |
| EMNearestMeanClassifierSSLR | General Interface for EMNearestMeanClassifier model |
| EntropyRegularizedLogisticRegressionSSLR | General Interface for EntropyRegularizedLogisticRegression... |
| fit_decision_tree | An S4 method to fit decision tree. |
| fit_decision_tree-DecisionTreeClassifier-method | Fit decision tree |
| fit.model_sslr | Fit with formula and data |
| fit_random_forest-RandomForestSemisupervised-method | Fit Random Forest |
| fit_x_u | fit_x_u object |
| fit_x_u.model_sslr | Fit with x , y (labeled data) and unlabeled data (x_U) |
| fit_xy.model_sslr | Fit with x and y |
| get_centers | Get centers model of clustering |
| get_centers.model_sslr_fitted | Cluster labels |
| get_class_max_prob | Get most frequented |
| get_class_mean_prob | Get mean probability over all trees as prob vector |
| get_function | FUNCTION TO GET FUNCTION METHOD |
| get_function_generic | FUNCTION TO GET FUNCTION METHOD |
| get_levels_categoric | Function to get gtoup from gini index |
| get_most_frequented | Get most frequented |
| get_value_mean | Get value mean |
| get_x_y | FUNCTION TO GET REAL X AND Y WITH FORMULA AND DATA |
| gini_or_variance | Gini or Variance by column |
| gini_prob | Function to compute Gini index |
| GRFClassifierSSLR | General Interface for GRFClassifier (Label propagation using... |
| grow_tree | An S4 method to grow tree. |
| grow_tree-DecisionTreeClassifier-method | Function grow tree |
| knn_regression | knn_regression |
| LaplacianSVMSSLR | General Interface for LaplacianSVM model |
| lcvqeSSLR | General LCVQE Algorithm |
| LinearTSVMSSLR | General Interface for LinearTSVM model |
| load_conclust | Load conclust |
| load_parsnip | Load parsnip |
| load_RANN | Load parsnip |
| load_RSSL | Load RSSL |
| MCNearestMeanClassifierSSLR | General Interface for MCNearestMeanClassifier (Moment... |
| mpckmSSLR | General Interface MPC K-Means Algorithm |
| newDecisionTree | Function to create DecisionTree |
| Node-class | Class Node for Decision Tree |
| nullOrNumericOrCharacter-class | An S4 class to represent a class with more types values:... |
| oneNN | 1-NN supervised classifier builder |
| predict.coBC | Predictions of the coBC method |
| predict.COREG | Predictions of the COREG method |
| predict-DecisionTreeClassifier-method | Function to predict inputs in Decision Tree |
| predict.democratic | Predictions of the Democratic method |
| predict.EMLeastSquaresClassifierSSLR | Predict EMLeastSquaresClassifierSSLR |
| predict.EMNearestMeanClassifierSSLR | Predict EMNearestMeanClassifierSSLR |
| predict.EntropyRegularizedLogisticRegressionSSLR | Predict EntropyRegularizedLogisticRegressionSSLR |
| predict_inputs | An S4 method to predict inputs. |
| predict_inputs-DecisionTreeClassifier-method | Predict inputs Decision Tree |
| predictions | predictions unlabeled data |
| predictions.GRFClassifierSSLR | predictions unlabeled data |
| predictions.model_sslr_fitted | Predictions of unlabeled data |
| predict.LaplacianSVMSSLR | Predict LaplacianSVMSSLR |
| predict.LinearTSVMSSLR | Predict LinearTSVMSSLR |
| predict.MCNearestMeanClassifierSSLR | Predict MCNearestMeanClassifierSSLR |
| predict.model_sslr_fitted | Predictions of model_sslr_fitted class |
| predict.OneNN | Model Predictions |
| predict.RandomForestSemisupervised_fitted | Predictions of the SSLRDecisionTree_fitted method |
| predict-RandomForestSemisupervised-method | Function to predict inputs in Decision Tree |
| predict.selfTraining | Predictions of the Self-training method |
| predict.setred | Predictions of the SETRED method |
| predict.snnrce | Predictions of the SNNRCE method |
| predict.snnrceG | Predictions of the SNNRCE method |
| predict.SSLRDecisionTree_fitted | Predictions of the SSLRDecisionTree_fitted method |
| predict.triTraining | Predictions of the Tri-training method |
| predict.TSVMSSLR | Predict TSVMSSLR |
| predict.USMLeastSquaresClassifierSSLR | Predict USMLeastSquaresClassifierSSLR |
| predict.WellSVMSSLR | Predict WellSVMSSLR |
| print.model_sslr | Print model SSLR |
| RandomForestSemisupervised-class | Class Random Forest |
| reexports | Objects exported from other packages |
| seeded_kmeans | General Interface Seeded KMeans |
| selfTraining | General Interface for Self-training model |
| selfTrainingG | Self-training generic method |
| setred | General Interface for SETRED model |
| setredG | SETRED generic method |
| snnrce | General Interface for SNNRCE model |
| SSLRDecisionTree | General Interface Decision Tree model |
| SSLRRandomForest | General Interface Random Forest model |
| train_generic | FUNCTION TO TRAIN GENERIC MODEL |
| triTraining | General Interface for Tri-training model |
| triTrainingCombine | Combining the hypothesis |
| triTrainingG | Tri-training generic method |
| TSVMSSLR | General Interface for TSVM (Transductive SVM classifier using... |
| USMLeastSquaresClassifierSSLR | General Interface for USMLeastSquaresClassifier (Updated... |
| WellSVMSSLR | General Interface for WellSVM model |
| wine | Wine recognition data |
