Class that allows you to predict whether a user will return a follow or not.
Labels:
- follow_back
- not_follow_back
WARNING: the dataset in data/data.csv doesn't contain real data.
composer require filippofinke/insta-learn
<?php
use FilippoFinke\InstaLearn;
use FilippoFinke\User;
require_once __DIR__ . '/vendor/autoload.php';
ini_set('memory_limit', '-1');
// Loading from a model
$il = new InstaLearn('model.model');
// Or $il->load('model.model');
// Creating a user
$user = new User();
// Get 'nasa' from the instagram API
$user->load('nasa');
// Predict the result
$prediction = $il->predict($user);
var_dump($prediction);
// Output: string(15) "not_follow_back"
<?php
use FilippoFinke\InstaLearn;
// Get the CsvDataset
$il = new InstaLearn();
// Train the classifier
$il->train('data/data.csv');
// Save the model
$il->save($model);
You have to do it by yourself.
red = follow_back, green = not_follow_back
- Filippo Finke