/kNN-Machine-Learning-Application

Primary LanguageJava

project-coders-inc

Authors

  • Benjamin Bichel
  • Darren Holden
  • Gabrielle Hubert
  • Andrew Vicencio

Deliverables

  • Controllers
    • ButtonAddFeaturesController.java
    • ButtonMenuController.java
    • FeaturePanelController.java
    • FeaturePanelComplexController.java
    • FeaturePanelSimpleController.java
    • MainController.java
    • SaveController.java
    • ValueInputController.java
    • ValuePromptFrameController.java
    • ValueTestFrameController.java
  • DataModel
    • Cell.java
    • CellComposite.java
    • CellSimple.java
    • DimensionalSpace.java
    • Point.java
  • ImportExport
    • SerialExport.java
    • SerialImport.java
    • test.txt
  • Maths
    • ChebyshevKNN.java
    • DistanceAlg.java
    • EuclideanKNN.java
    • KNN.java
    • ManhattanKNN.java
    • MinkowskiKNN.java
    • NumericalDistance.java
    • NumericalDifference.java
    • NumericalEquality.java
    • NumericalStdDev.java
    • StringCharacterValue.java
    • StringDistance.java
    • StringEquality.java
    • StringHamming.java
  • Tests
    • MyTests.java
    • TestEnvironment.java
  • View
    • FeaturePanel.java
    • FeaturePanelComplex.java
    • FeaturePanelSimple.java
    • PromptFrame.java
    • PromptSaveFrame.java
    • PromptValueFrame.java
    • TestCaseFrame.java
    • View.java
  • UML file
  • javadoc
  • User Manual

Changes Since Last Milestone

  • Added support for multiple test cases. Now, the user can run a suite a tests bu clicking the "Add Test" button. Clicking "Done" will provide the user with total results, including an overall success rate.
  • The user can now save and load a set of data
  • The user can now choose distance metrics for individual features.
    • Difference (available for ints and floats)
    • Equality (available for ints and floats)
    • Standard Deviation (available for ints and floats)
    • Hamming (available for Strings)
    • Equal (available for Strings)
    • Character Value (available for Strings)

Known Issues

  • Innacurate results (See test screen shots in Files)
  • When entering a test case, if the user decides to quit on one of the prompts, the next prompt frames will still appear.

Future Steps