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Jun 12, 2021 - Jupyter Notebook
mlxtend
Here are 36 public repositories matching this topic...
Cardio Monitor is a web app that helps you to find out whether you are at risk of developing heart disease. the model used for prediction has an accuracy of 92%. This is the course project of subject Big Data Analytics (BCSE0158).
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May 24, 2021 - Jupyter Notebook
Mlxtend, Association_rules, Apriori, FP Growth
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Jun 21, 2023 - Jupyter Notebook
In This Notebook I've built an Association rules Recommendation system, that make relations between itemsets and recommend the items that related to what user purchased.
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Dec 24, 2021 - Jupyter Notebook
Association-Rules-Data-Mining-Books. Apriori Algorithm, Association rules with 10% Support and 70% confidence, Association rules with 20% Support and 60% confidence, Association rules with 5% Support and 80% confidence, visualization of obtained rule.
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Jan 7, 2022 - Jupyter Notebook
An association rule learning-based product recommendation system is desired to be created using the dataset containing users who received services and the categories of services they received.
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Mar 20, 2023 - Python
un algorithme qui predit si une personne X a le corona
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Apr 7, 2022 - Jupyter Notebook
Subreddit recomendation system based on association rules harvested using data mining algorithms.
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Feb 25, 2022 - Jupyter Notebook
This code performs association analysis on a sales dataset, using the Apriori algorithm. The dataset is loaded from an Excel file, and a basket of items is created for each transaction. The Apriori algorithm is then applied to find frequent itemsets and association rules based on the support, confidence, and lift metrics.
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May 18, 2023 - Jupyter Notebook
"SmartCart" is a cutting-edge e-commerce tool 🌟 that leverages predictive analytics to provide personalized shopping recommendations and optimize inventory management, tailored for businesses aiming to enhance customer engagement and sales 🚀.
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Apr 7, 2024 - Jupyter Notebook
Implementation of Apriori, FP-Growth, and ECLAT algorithms on natural language data
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Jun 2, 2023 - Jupyter Notebook
Apriori Algorithm Association rules with 10% Support and 70% confidence Association rules with 5% Support and 90% confidence Lift Ratio > 1 is a good influential rule in selecting the associated transactions visualization of obtained rule
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Jan 7, 2022 - Jupyter Notebook
Предоставлен файл с сервера. Вам нужно спарсить его содержимое, создать базу данных под данные, вставить данные в базу данных, удаленно подключиться к базе данных и проанализировать данные.
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Oct 19, 2022 - Jupyter Notebook
Association-Rules-Data-Mining-Books. Apriori Algorithm, Association rules with 10% Support and 70% confidence, Association rules with 20% Support and 60% confidence, Association rules with 5% Support and 80% confidence, visualization of obtained rule.
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Jul 19, 2021 - Jupyter Notebook
Assignment-09-Association-Rules-Data-Mining-my_movies. Apriori Algorithm. Association rules with 10% Support and 70% confidence. Association rules with 5% Support and 90% confidence. Lift Ratio > 1 is a good influential rule in selecting the associated transactions. Visualization of obtained rule.
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Aug 10, 2021 - Jupyter Notebook
Unsupervised-ML---Association-Rules-Data-Mining-Titanic. Data Preprocessing: As the data is categorical format, we are using One Hot Encoding to convert into numerical format. Apriori Algorithm: frequent item sets & association rules. A leverage value of 0 indicates independence. Range will be [-1 1]. A high conviction value means that the conse…
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Jul 12, 2021 - Jupyter Notebook
In this project I present a ML model for products association using Apriori algorithm, from MLxtend library.
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May 23, 2023 - Jupyter Notebook
Pattern Recognition and Machine Learning based Assignments and Labs, under Prof. Richa Singh in Course CSL2050.
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Nov 1, 2021 - Jupyter Notebook
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May 14, 2024 - Jupyter Notebook
Portfolio of data science projects completed by me for academic, self-learning, and hobby purposes.
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Apr 30, 2022 - Jupyter Notebook
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