Lab#5

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Centennial College *

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Computer Science

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Jun 5, 2024

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docx

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1

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Programming III COMP212 Lab#5 Page 1 of 2 Lab#5 – ML.NET Due Date: Midnight of April 12 (Friday) Purpose: The purpose of this assignment is to help you: Understand the ML.NET pipeline Identify the type of problems that can be solved with ML.NET Instructions : Be sure to read the following general instructions carefully: This assignment should be completed individually by all the students. You are encouraged to demonstrate your solution, and submit your solution through the dropbox . You must name your submission according to the following rule: studentID(yourlastname)_Labnumber.zip . e.g., 300123456( smith)_Lab#5 .zip Rubric Functionality Marks Q1 1.1 Generate cost prediction regression model 3 1.2 Consume the generated model 2 Q2 2.1 Student class and ClusterPrediction class 1 2.2 Customize options for K-Means 1 2.3 Create the pipeline 1 2.4 Instantiate an instance of Student class 1 2.5 Create the prediction engine from the model and perform the prediction 1 Question 2 [5 marks] Implement C# application to predict the medical cost by using ML.NET based on the dataset insurance.csv Question 3 [5 marks] Implement C# application to predict student’s knowledge level by using ML.NET based on the dataset Student.csv and readme.txt [ Hint ] you can do it by mimicking the tutorial at https://docs.microsoft.com/en-us/dotnet/machine- learning/tutorials/iris-clustering
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