# Projects

## KNN Solved Example Diabetic Patient

KNN Solved Example to predict Sugar of Diabetic Patient given BMI and Age Apply K nearest neighbor classifier to predict the diabetic patient with the given features BMI, Age. If the training examples are, BMI Age Sugar 33.6 50 1 26.6 30 O 23.4 40 O 43.1 67 O 35.3 23 1 35.9 67 1 …

## Solution to 18CS71 AIML Model Question Paper

Solution to 18CS71 Artificial Intelligence and Machine Learning (AIML) Model Question Paper MODULE-1 1. a. Define Artificial Intelligence and list the task domains of Artificial Intelligence. (10 Marks) b. State and explain the algorithm for Best First Search Algorithm with an example.  (10 Marks) OR 2. a. A Water Jug Problem: You are given two …

## 2018 Scheme 7 Sem CSE Model Question Papers

Download 2018 Scheme 7 Sem CSE Model Question Papers Here you can download the model question papers of the 2018 Scheme 7th semester Computer Science and Engineering (CSE) VTU CBCS Notes. Branch: Computer Science and Engineering Scheme: 2018 CBCS Type of Material: Model Question Papers 2018 scheme VTU 7th semester VTU Notes Core Subjects of …

## Entropy and Information Gain in Decision Tree Learning

Explain the concepts of Entropy and Information Gain in Decision Tree Learning. While constructing a decision tree, the very first question to be answered is, Which Attribute Is the Best Classifier? The central choice in the ID3 algorithm is selecting which attribute to test at each node in the tree. We would like to select …

## Appropriate Problems For Decision Tree Learning

What are appropriate problems for Decision tree learning? Although a variety of decision tree learning methods have been developed with somewhat differing capabilities and requirements, decision tree learning is generally best suited to problems with the following characteristics: 1. Instances are represented by attribute-value pairs. “Instances are described by a fixed set of attributes (e.g., …

## Decision Tree Representation in Machine Learning

What are decision tree and decision tree learning? Explain the representation of the decision tree with an example. Decision Trees is one of the most widely used Classification Algorithm Features of Decision Tree Learning Method for approximating discrete-valued functions (including boolean) Learned functions are represented as decision trees (or if-then-else rules) Expressive hypotheses space, including …

## Perspectives and Issues in Machine Learning

Perspectives and Issues in Machine Learning Following are the list of issues in machine learning: 1. What algorithms exist for learning general target functions from specific training examples? In what settings will particular algorithms converge to the desired function, given sufficient training data? Which algorithms perform best for which types of problems and representations? 2. …

## List then Eliminate Algorithm Machine Learning

Consistent Hypothesis, Version Space and List then Eliminate Algorithm Consistent Hypothesis The idea: output a description of the set of all hypotheses consistent with the training examples (correctly classify training examples). Version Space: a representation of the set of hypotheses that are consistent with D an explicit list of hypotheses (List-Then-Eliminate) a compact representation of …

## AO* Search (And-Or) Graph – Artificial Intelligence

AO* Search (And-Or) Graph, Advantages and Disadvantages – Artificial Intelligence – Artificial Intelligence The Depth-first search and Breadth-first search given earlier for OR trees or graphs can be easily adopted by AND-OR graph. The main difference lies in the way termination conditions are determined since all goals following an AND node must be realized; whereas …

## A Star Search Algorithm – Artificial Intelligence

A Star ( A*) Search Algorithm, Advantages and Disadvantages – Artificial Intelligence – Artificial Intelligence A* is a cornerstone name of many AI systems and has been used since it was developed in 1968 by Peter Hart; Nils Nilsson and Bertram Raphael. It is the combination of Dijkstra’s algorithm and the Best first search. It …