How to Make a Anti-Spam Bot in Under 30 Lines of Code in Node.js
/*
This code comes from Vincent Lab
And it has a video version linked here: https://www.youtube.com/watch?v=AUUU9hwbJrs
*/
// Import dependencies
const fs = require("fs");
const bayes = require("bayes");
(async () => {
// Load the classifier back from its JSON representation.
const classifier = bayes.fromJson(fs.readFileSync("classifiers/spam-or-ham-classifier.json"));
// Now ask it to categorize a document it has never seen before
console.log(await classifier.categorize("awesome, cool, amazing!! Yay.")); // => "positive"
console.log(await classifier.categorize("This is a TERRIBLE product.")); // => "negative"
console.log(await classifier.categorize("Buy the new amazing products for only $20")); // => "spam"
})();