BE Machine Learning Paper Solutions | University Exam Solutions

What is a dendrogram? Explain its use.

A dendrogram is a tree-like diagram that shows the hierarchical relationships between different items or groups. It displays how data points cluster together step by step, resembling an upside-down tree with branches.
How it works:

Starts with individual
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Explain Holdout method.

The holdout method is a straightforward way to test how well a machine learning model works. You take your entire dataset and split it into two parts: a training set (usually 70-80% of the data) and a test set (20-30% of the data). The model learns from the training set, then you test its
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How do machine learn?

The Basic Process
1. Data Input

Machine receives lots of examples (data)
Examples: images, numbers, text, sounds

2. Pattern Recognition

Algorithms search for patterns,
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