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Data-Mining

Homework & Project of Data Mining course at AUT


Homework 1

In homework 1, Preprocessing is performed on Iris Dataset.

Homework 2

In homework 2, the focus is on Classification. Circles Dataset & Fashion Dataset are used.

Homework 3

In homework 3, Clustering(KMeans & DBSCAN) & Apriori Association Rules are the main purposes.

Project

This project uses XGBClassifier on Diabetes Health Indicators Dataset is used. Preprocessing & parameter tuning are performed.

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Homework & Project of Data Mining course at AUT

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