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AI-Perceptron-Simple-1.00
River stage zero No dependents

Changes for version 1.00

  • The following features were implemented over the course of time (see also My::Perceptron v0.04 on github):
    • create perceptron
    • process data: &train method
      • read csv - for training stage
    • save and load the perceptron
    • output algorithm for train
      • read and calculate data line by line
    • validate method
      • read csv bulk
      • write predicted values into original file
      • write predicted values into new file
    • test method
      • read csv bulk
      • write predicted values into original file
      • write predicted values into new file
    • confusion matrix
      • read only expected and predicted columns, line by line
      • return a hash of data
        • TP, TN, FP, FN
        • total entries
        • accuracy
        • sensitivity
    • display confusion matrix data to console
      • use Text:Matrix
    • synonyms
      • synonyms MUST call actual subroutines and not copy pasting!
      • train: tame, exercise
      • validate: take_mock_exam, take_lab_test
      • test: take_real_exam, work_in_real_world
      • generate_confusion_matrix: get_exam_results
      • display_confusion_matrix: display_exam_results
      • save_perceptron: preserve
      • load_perceptron: revive

Modules

AI::Perceptron::Simple
A Newbie Friendly Module to Create, Train, Validate and Test Perceptrons / Neurons

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