Download Machine Learning Free Java Code
Description
A Generic Java Machine Learning framework with a C4.5 implementation. This framework allows for a standardised way of creating supervised training models to produce classification engines.
Source Files
The download file Machine-Learning-master.zip has the following entries.
.gitignore/* w ww .jav a 2 s. c o m*/
README.md
ml-api/pom.xml
ml-api/src/main/java/com/ahaines/machinelearning/api/Model.java
ml-api/src/main/java/com/ahaines/machinelearning/api/ModelService.java
ml-api/src/main/java/com/ahaines/machinelearning/api/dataset/Classification.java
ml-api/src/main/java/com/ahaines/machinelearning/api/dataset/ClassifiedDataset.java
ml-api/src/main/java/com/ahaines/machinelearning/api/dataset/ClassifiedDatasetLoader.java
ml-api/src/main/java/com/ahaines/machinelearning/api/dataset/ClassifiedFeatureSet.java
ml-api/src/main/java/com/ahaines/machinelearning/api/dataset/ContinuousFeature.java
ml-api/src/main/java/com/ahaines/machinelearning/api/dataset/Dataset.java
ml-api/src/main/java/com/ahaines/machinelearning/api/dataset/DatasetLoader.java
ml-api/src/main/java/com/ahaines/machinelearning/api/dataset/DiscreteFeature.java
ml-api/src/main/java/com/ahaines/machinelearning/api/dataset/Feature.java
ml-api/src/main/java/com/ahaines/machinelearning/api/dataset/FeatureDefinition.java
ml-api/src/main/java/com/ahaines/machinelearning/api/dataset/FeatureSet.java
ml-api/src/main/java/com/ahaines/machinelearning/api/dataset/Identifiable.java
ml-api/src/main/java/com/ahaines/machinelearning/api/dataset/Identifier.java
ml-api/src/main/java/com/ahaines/machinelearning/api/dataset/QuantisedDataset.java
ml-api/src/main/java/com/ahaines/machinelearning/api/dataset/domain.png
ml-api/src/main/java/com/ahaines/machinelearning/api/dataset/domain.ucls
ml-api/src/main/java/com/ahaines/machinelearning/api/dataset/quantiser/ContinuousFeatureQuantiser.java
ml-api/src/main/java/com/ahaines/machinelearning/api/dataset/quantiser/ContinuousFeatureQuantisers.java
ml-api/src/main/java/com/ahaines/machinelearning/api/dataset/quantiser/NumberConverter.java
ml-api/src/main/java/com/ahaines/machinelearning/api/dataset/quantiser/RangeFeature.java
ml-api/src/main/java/com/ahaines/machinelearning/api/util/CachedIterable.java
ml-api/src/main/java/com/ahaines/machinelearning/api/util/Utils.java
ml-api/src/test/java/com/ahaines/machinelearning/api/dataset/FeatureSetUnitTest.java
ml-api/src/test/java/com/ahaines/machinelearning/api/dataset/quantiser/ContinuousFeatureQuantisersUnitTest.java
ml-api/src/test/java/com/ahaines/machinelearning/api/dataset/quantiser/RangeFeatureUnitTest.java
ml-api/src/test/java/com/ahaines/machinelearning/api/util/CachedIterableUnitTest.java
ml-api/src/test/java/com/ahaines/machinelearning/test/spam/Email.java
ml-datasets/ml-dataset-adultearnings/pom.xml
ml-datasets/ml-dataset-adultearnings/src/main/java/com/ahaines/machinelearning/api/dataset/adultearnings/AdultEarningsClassification.java
ml-datasets/ml-dataset-adultearnings/src/main/java/com/ahaines/machinelearning/api/dataset/adultearnings/AdultEarningsClassificationType.java
ml-datasets/ml-dataset-adultearnings/src/main/java/com/ahaines/machinelearning/api/dataset/adultearnings/AdultEarningsDatasetLoaders.java
ml-datasets/ml-dataset-adultearnings/src/main/java/com/ahaines/machinelearning/api/dataset/adultearnings/AdultEarningsFeaures.java
ml-datasets/ml-dataset-adultearnings/src/main/resources/adult.data.txt
ml-datasets/ml-dataset-adultearnings/src/main/resources/adult.test.txt
ml-datasets/ml-dataset-adultearnings/src/test/java/com/ahaines/machinelearning/api/dataset/adultearnings/AdultEarningsDatasetLoadersUnitTest.java
ml-decisiontree/pom.xml
ml-decisiontree/src/main/java/com/ahaines/machinelearning/decisiontree/ContinuousFeatureSplitter.java
ml-decisiontree/src/main/java/com/ahaines/machinelearning/decisiontree/DecisionTreeModelService.java
ml-decisiontree/src/main/java/com/ahaines/machinelearning/decisiontree/Id3Model.java
ml-decisiontree/src/main/java/com/ahaines/machinelearning/decisiontree/Id3Node.java
ml-decisiontree/src/main/java/com/ahaines/machinelearning/decisiontree/ImpurityProcessor.java
ml-decisiontree/src/main/java/com/ahaines/machinelearning/decisiontree/MissingFeatureClassifier.java
ml-decisiontree/src/main/java/com/ahaines/machinelearning/decisiontree/QuantisedDecisionTreeModelService.java
ml-decisiontree/src/test/java/com/ahaines/machinelearning/decisiontree/ContinuousFeatureSplitterUnitTest.java
ml-decisiontree/src/test/java/com/ahaines/machinelearning/decisiontree/ImpurityProcessorUnitTest.java
ml-main/pom.xml
ml-main/src/main/java/com/ahaines/machinelearning/main/MainRunner.java
ml-main/src/main/resources/model
ml-main/src/test/java/com/ahaines/machinelearning/main/DecisionTreeIntegrationTest.java
ml-main/src/test/java/com/ahaines/machinelearning/main/NaiveBayesIntegrationTest.java
ml-main/src/test/java/com/ahaines/machinelearning/main/SimpleIntegrationTest.java
ml-main/src/test/resources/adult.data-continuous-test.txt
ml-main/src/test/resources/adult.data-continuous.txt
ml-main/src/test/resources/adult.data-discrete-test.txt
ml-main/src/test/resources/adult.data-discrete.txt
ml-main/src/test/resources/adult.data-mixed-test.txt
ml-main/src/test/resources/adult.data-mixed.txt
ml-naivebayes/pom.xml
ml-naivebayes/src/main/java/com/ahaines/machinelearning/naivebayes/NaiveBayesModel.java
ml-naivebayes/src/main/java/com/ahaines/machinelearning/naivebayes/NaiveBayesModelService.java
ml-naivebayes/src/test/java/com/ahaines/machinelearning/naivebayes/NaiveBayesModelServiceUnitTest.java
pom.xml
Download
Click the following link to download Machine-Learning-master.zip.
Machine-Learning-master.zip