Machine-Learning-Lab

One of the Lab of my 7th Semester

Used Jupyter Notebook

List of Programs :-

1. FIND-S Algorithm
2. Candidate-Elimination algorithm
3. Decision tree based ID3 algorithm
4. Artificial Neural Network by implementing the Back propagation algorithm
5. naïve Bayesian classifier
6. naïve Bayesian Classifier model - Built-in Java classes/API can be used - accuracy, precision, and recall for your data set
7. Bayesian network considering medical data - Heart Disease Data Set
8. EM algorithm
9. k-Nearest Neighbour algorithm
10. non-parametric Locally Weighted Regression algorithm

NOTE

if errors regarding "nomodulefound module-name>" then go to command prompt/terminal, then open python/anaconda enviorment and install module using 'pip install module-name'