Machine Learning Laboratory - 20CS67L

List of Programs

Visualize the n-dimensional data using 3D surface plots. Write a program to implement the Best First Search (BFS) algorithm.
Visualize the n-dimensional data using contour plots. Write a program to implement the A* algorithm
Visualize the n-dimensional data using heat-map. Write a program to implement Min-Max algorithm.
Visualize the n-dimensional data using Box-plot. Write a program to implement Alpha-beta pruning algorithm.
Write a program to develop the Naive Bayes classifier on Titanic dataset.
Write a program to develop the KNN classifier with Euclidean distance and Manhattan distance for the k values as 3 based on split up of training and testing dataset as 70-30 on Glass dataset.
Write a program to develop a decision tree classifier based on weather forecasting dataset.
Write a program to perform unsupervised K-means clustering techniques on Iris dataset.
Write a program to perform agglomerative clustering based on single-linkage, complete-linkage criteria.
Write a program to develop a decision tree classifier based on weather forecasting dataset.
Write a program to develop Principal Component Analysis (PCA) and Linear Discriminant Analysis (LDA) algorithms.
Write a Program to develop simple single layer perceptron to implement AND, OR Boolean functions.

Name		Name	Last commit message	Last commit date
Latest commit History 48 Commits
finals		finals
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Iris.csv		Iris.csv
README.md		README.md
Titanic-Dataset.csv		Titanic-Dataset.csv
ToyotaCorolla.csv		ToyotaCorolla.csv
fruits.csv		fruits.csv
glass.csv		glass.csv
weather_forecast.csv		weather_forecast.csv