Web Reference: This lab focuses on implementing and comparing different regression techniques using the Diabetes dataset. The goal was to understand how various models perform when predicting disease progression and how regularization methods can improve model generalization and reduce overfitting. Mar 6, 2026 · This section focuses on exploring and understanding the dataset before applying data mining techniques. It helps identify patterns, relationships and anomalies in the data. Solution for Lab 2 – Exploring Cybersecurity Datasets Step 1: Load Dataset into Orange Open Orange Data Mining software. Use the File widget to load the downloaded cybersecurity_attacks.csv dataset from Kaggle. Step 2: View Data Connect the File widget to the Data Table widget to view the dataset in tabular form. Connect the File widget to the Distributions widget to visualize the ...
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