reddit analytics

randomforest

			// TODO: Will like to get back to this if I have time.
			// Goal would be to iterate through with a instance set containing different days and MostComments and Score. Then suggest the day with greatest probability based on model.

			// if (model.postList.length > 0) {
			// 	var forest = new forestjs.RandomForest();

			// 	var options = {}

			// 	options.numTrees = 100;
			// 	options.maxDepth = 5;
			// 	options.numTries = 10;

				// TODO: COME BACK TO And figure out why it's not working.
				// options.trainFun = function(data, labels, ix, options) {
				// 	// save parameters that describe your model
				// 	model.parameter1 = 40;
				// 	model.parameter2 = 10;
				// 	return model;
				// };

				// options.testFun = function(inst, model) {
				// 	console.log(a);
				// 	// use model.parameter1 and model.parameter2 to return a 1 or -1 for
				// 	// example instance inst. This determines if it will be passed down
				// 	// left or right in the tree.

				// 	return inst[0] > model.parameter1 ? 1 : -1; // silly example
				// };

				// forest.train(model.postList, ["score", "commentsCount", "weekDay"], options);

				// var predictionList = [];

				// for (var days = 0; days <= 7; days++) {
				// 	predictionList.push([model.bestScore, model.mostComments]);
				// }

				// var testInstance = [10000];
				// var labelProbability = forest.predict(predictionList);

				// console.log(labelProbability);