Question

JECRC University B.Tech(CSE-VII Sem) Machine Learning Lab Experiments and Their Solutions

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Answer 1

JECRC University B.Tech(CSE-VII Sem) Machine Learning Lab

S.No.	List of Experiments
1.	Implement the CANDIDATE – ELIMINATION algorithm. Show how it is used to learn from training examples
2.	Write a program to implement Linear Regression and Logistic Regression
3.	Implement the ID3 algorithm for learning Boolean–valued functions for classifying the training examples by searching through the space of a Decision Tree.
4.	Design and implement Naïve Bayes Algorithm for learning and classifying TEXT DOCUMENTS.
5.	Implement K-Nearest Neighbor algorithm to classify the iris data set. Calculate the score also.
6.	Write a program to implement Support Vector Machine. Also discuss the confusion matrix and score of model.
7.	Apply EM algorithm to cluster a set of data and also apply K-Means algorithm on the same data set to compare two algorithms.
8.	Build an Artificial Neural Network by implementing Back-Propagation algorithm and test the same using appropriate data set.
9.	Implement the Non-Parametric Locally Weighted Regression Algorithm in order to fit data points. Select appropriate data set for your experiment and draw graph.
10.	Build a Face detection system to recognize faces in a frame or image. You can use OpenCV for this task.