<?php
use FilippoFinke\Categorizer;
require __DIR__ . '/vendor/autoload.php';

// Raw data used for training
$rawData = 'fileName.txt';
// N-Grams to keep
$grams = 500;
// Create a profile based on the training data
$category = Categorizer::createProfile($rawData, 'profile_name', $grams);
// Save the profile to disk
$category->save('destination/name.profile');

<?php
use FilippoFinke\Profile;
use FilippoFinke\Categorizer;
require __DIR__ . '/vendor/autoload.php';

$cateogories = array();
$cateogories[] = Profile::load('profiles/cat1.profile');
$cateogories[] = Profile::load('profiles/cat2.profile');
$cateogories[] = Profile::load('profiles/cat3.profile');

// File to categorize
$file = 'news.txt';
// Get the category
$result = Categorizer::categorize($file, $cateogories);
// Print the category name
echo $result->getName().PHP_EOL;