 | imbWBI.Core.WebClassifier.wlfClassifier Namespace |
[This is preliminary documentation and is subject to change.]
Core of web classification functionalities. Contains Feature Vector Extraction units and wrappers for classification algorithms like: KNN, Naive Bayes, Multi SVM and Neural Networks
Classes| Class | Description | |
|---|---|---|
 | ClassifierNeuralNetworkSettings |
Expanded classifier settings, used to setup neural networks
|
| FeatureVectorDefinition |
Meta definition of a FeatureVector
|
| FeatureVectorDefinitionSet | |
| FVExtractorSettingsBase | |
| semanticFVExtractor |
Classifier
|
| semanticFVExtractorKnowledge |
Classifier knowledge
|
| semanticFVExtractorSettings |
Settings for FVExtractor
|
| simpleMaxVoteMachine |
Simple max vote machine --- used by WebPostSimpleClassifier classifier
|
| WebFVExtractorBaseT, TSettings |
Base class for Feature Vector Extractor unit
|
| WebFVExtractorCommonBaseT | |
| WebFVExtractorExtensions | |
| WebPostBackPropActNNClassifier |
MulticlassSupportVectorMachine classifier
|
| WebPostClassifierBaseT | |
| WebPostClassifierSettings |
General settings model for classifiers
|
| WebPostClassifierStateT | |
| WebPostClassifierStatesT | |
| WebPostKNNClassifier | |
| WebPostMSVMClassifier |
MulticlassSupportVectorMachine classifier
|
| WebPostNaiveBayesClassifier |
MulticlassSupportVectorMachine classifier
|
| WebPostSimpleClassifier |
Classifier just applying results of the semantic similarity computation, where the highest similarity score designates the category
|
Interfaces| Interface | Description | |
|---|---|---|
 | IFVExtractorSettings | |
| IWebPostClassifier |
Classification algorithm wrapper
|
| IWebPostClassifierState |
Enumerations| Enumeration | Description | |
|---|---|---|
 | ClassifierNeuralNetworkType | |
| WebPostClassifierType |
RemarksCode in this namespace actually performs feature extraction, training and later classification of web sites
Feature Vector Extraction unit (semanticFVExtractor)Transforms Web Content into Feature Vector of FeatureVectorDefinition dimensions.FVE knowledge (semanticFVExtractorKnowledge)Knowledge about a category or case, in context of classificationFVE settings (semanticFVExtractorSettingsConfiguration of the unitSee Also