All Classes

Class	Description
AbstractNaiveBayesClassifierImpl	A simple, scalable Naive Bayes Classifier, based on a key-value store (in memory, or disk-based)
AbstractNaiveBayesClassifierLevelDBImpl	A persistent Naive Bayes Classifier, based on LevelDB key-value store.
AbstractNaiveBayesClassifierMapImpl	A simple, scalable Naive Bayes Classifier, based on a key-value store (in memory using ConcurrentHashMap, or disk-based using org.mapdb.HTreeMap)
AbstractNaiveBayesClassifierRocksDBImpl	A persistent Naive Bayes Classifier, based on RocksDB key-value store.
AbstractNaiveBayesImpl	Functions common to the Naive Bayes Classifier and the Explainer
ClassificationExplainedImpl	The detailed explanation of a classification : - likelyhood values - likelyhood formulae (in a readable format) - likelyhood expressions (in a readable format) The toString() function generates a JavaScript that can interpreted
ClassificationImpl	An immutable classification object
ClassifyException	Classification exception (except persistence related).
ClassProbabilityImpl	Classification output and probability estimate.
IClassification	Classification output : class probabilities and (optionally) the features and counters for explanation / audit trail
IClassificationExplained	Contains additional details on the classifications, such as the formulas or the algebraic calculation.
IClassProbability	Classification output and probability estimate.
INaiveBayesClassifier	Naive Bayes Classifier interface
INaiveBayesExplainer	Explain the details of the classification, ie.
MainSample1	Simple example of Naive Bayes Classification (Sport / No Sport) inspired by http://ai.fon.bg.ac.rs/wp-content/uploads/2015/04/ML-Classification-NaiveBayes-2014.pdf
MainSample1Laplaced	Simple example of Naive Bayes Classification (Sport / No Sport) with Laplace smoothing inspired by http://ai.fon.bg.ac.rs/wp-content/uploads/2015/04/ML-Classification-NaiveBayes-2014.pdf
MainSample2	Simple example of Naive Bayes Classification inspired by https://towardsdatascience.com/introduction-to-na%C3%AFve-bayes-classifier-fa59e3e24aaf
MainSample2Laplaced	Simple example of Naive Bayes Classification with Laplace smoothing inspired by https://towardsdatascience.com/introduction-to-na%C3%AFve-bayes-classifier-fa59e3e24aaf
MainSample3	Simple example of Naive Bayes Classification (Banana, Orange or other Fruit) inspired by https://www.machinelearningplus.com/predictive-modeling/how-naive-bayes-algorithm-works-with-example-and-full-code/
NaiveBayesClassifierLevelDBImpl	Naive Bayes Classifier implementation with LevelDB as key/value store.
NaiveBayesClassifierLevelDBLaplacedImpl	Naive Bayes Classifier implementation with Laplace smoothing and LevelDB as key/value store.
NaiveBayesClassifierMapImpl	A simple, scalable Naive Bayes Classifier, based on a key-value store (in memory using ConcurrentHashMap, or disk-based using org.mapdb.HTreeMap)
NaiveBayesClassifierMapLaplacedImpl	Naive Bayes Classifier with Laplace smoothing and implementation with concurrent ConcurrentHashMap or persistent mapDB.
NaiveBayesClassifierRocksDBImpl	Naive Bayes Classifier implementation with RocksDB as key/value store.
NaiveBayesClassifierRocksDBLaplacedImpl	Naive Bayes Classifier with Laplace smoothing and implementation with RocksDB as key/value store.
NaiveBayesExplainerImpl	Explain the details of the Naive Bayes Classification, ie.
PersistentClassifierException	Exception raised by the KeyValue backend