This repository contains a collection of fundamental topics and techniques in machine learning. It aims to provide a comprehensive understanding of various aspects of machine learning through ...

Abstract: The design of an education management system based on Apriori algorithm is a promising method for improving the quality of education. Apriori algorithm is a data mining technique that can be ...

Given the inconsistency between the information value and the weight value in the weighted information value model, a weight model based on the Apriori algorithm is established in this paper to ...

At the feature selection level, this study uses the Apriori algorithm to search frequent item sets for feature extraction. At the level of the classification model, the combination model of AdaBoost ...

Market Basket Analysis for an organization to identify the most frequently selling products in order to devise cross-selling marketing strategies using Apriori algorithm.

Holy Cross Energy brings NREL algorithms out of the lab and into homes, setting a national example for grid control. Nearly every major U.S. city has set renewable energy goals that will require ...

Abstract: Apriori algorithm is one of the classical algorithm in the association rule mining field, this paper analyzes the shortcomings of classical Apriori algorithm, then improves it by ...