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binningfilter's Introduction

  • A quick Binning Filter implementation in pure PHP.

  • The algortihm implements a sorting algorithm that will bin a given set of numeric types into 3 bins, either equal width bins, or equal frequency bins.

  • Requirements: Just PHP. The Test is written for PHP-CLI.

  • ** Class Description:

  • BinningFilter: The filter class itself. To use it, please instantiate it as below:

    • *** Instantiation and Constructor:

    • ** BinningFilter::__constructor($data_array) where the $data_array is an array of numeric values to sort. Such as:

    • ** $bf = new BinningFilter($data_array);.

    • *** Usage:

    • After instantiation, simply use equal_width for sorting the data into the 3 equal width bins: Returns 3 arrays in an array: [min, mid and max]:

    • $bf->equal_width();

    • Or, use equal_frequency for sorting the data into three equal frequency bins: Returns 3 arrays in an array: [min, mid and max]:

    • $bf->equal_frequency();

  • ** Testing:

      • A Simple unit test is provided, simply run it from the CLI inside the directory:
      • 'php test_binning.php' is all that needs to be executed.

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