CS5011 : Introduction to Machine Learning
Programming Assignment #1
The goal of this assignment is to experiment with some of the concepts taught in the class
till now.
This is an individual assignm
CS5011 : Programming Assignment 1
K.HARIKUMAR EE14B129
September 20, 2016
1 Synthetic Data Creation
A data set for two classes with 20 features was synthesised with an in-class distribution of a multi
Quiz-1 CS 5011
Introduction to Machine Learning
Time: 1 hour
Max. marks: 18
Instructions
- Write short and precise answers. Unnecessary verbosity will be penalized.
- This is a closed book/notes exam.
Quiz-1 CS 5011
Introduction to Machine Learning
Time: 1 hour
Max. marks: 18
1. (2 marks) One way of improving performance of a classifier when there is less training data is
to tie parameters together
RL-Written Assignment 1
Sahil Sharma, CS12B060
17 January 2014
1
Introduction
This is a written assignment, done as a part of the RL-CS6700 course.
2
Question 1
Self-Play: Suppose, instead of playing
EM Demystified: An Expectation-Maximization Tutorial
Yihua Chen and Maya R. Gupta Department of Electrical Engineering University of Washington Seattle, WA 98195 cfw_yhchen,[email protected]
UW
Face Recognition using Principal Component Analysis
In the language of information theory, we want to extract the relevant information in a face
image, encode it as effectively as possible, and compar
Distance Based Classification
Approaches on Satellite images
Classification Approaches
Generalized Distance Metric
Step 1: Find the average between all the points in training class Ck .
Step 2: Repeat
Probability can be expressed mathematically as a
numerical index with a range between zero (an
absolute impossibility) to unity (an absolute
certainty).
Most events have a probability index strictly
Different Distance Based Classification
techniques on IRIS Data set
Data Set Description
No of Classes
No of Features
No of observation
of each class
Setosa
Versicolour
Virginica
sepal length
sepal wi
5. Figure 3 shows a 3-phase line. The conductors have a diameter of 2.1793 cm, each. The line
has a flat horizontal configuration, and the phase spacing is 14m as measured from the
center of the bundl
EE 3003: Power Systems
Tutorial Sheet No: 3
1. A string of 5 insulator units has mutual capacitance equal to 10 times the pin to earth
capacitance. Find
a. Voltage distribution across various units as
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02 September 2016
15:36
General Page 1
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02 Septem
CS5011 : Introduction to Machine Learning
Written Assignment #1
The goal of this assignment is to gain familiarity with the fundamental concepts of probability
theory.
This is an individual assignme
CS5011 : Introduction to Machine Learning
Written Assignment #3
The goal of this assignment is to gain understanding in fundamental concepts of optimization.
This is an individual assignment.
You h
CS5011 : Introduction to Machine Learning
Written Assignment #2
The goal of this assignment is to gain familiarity with the fundamental concepts of linear
algebra.
This is an individual assignment.
EE3003 - Power Systems Practice
Tutorial 4
1. For the system data given below draw the single line diagram. Represent the power, voltage and
impedances in per units for this system on 100 MVA base. Th
EE3003: Power Systems
Tutorial-5
1. A 50 Hz, synchronous generator having inertia constant H=10 MJ/MVA and a transient reactance of
0.2 per unit is connected to an infinite bus through a transformer a
EE 3003: Power Systems
Tutorial Sheet No: 1
1. A single-phase load is supplied with a sinusoidal voltage
v(t) = 200cos(377t)
The resulting instantaneous power is
p(t) = 800 + 1000cos(754t-36.87o)
(a)
Bayes Decision Theory and its Practical
Implementation on Satellite Images
How to Implement
Four satellite Images of Kolkata (Rband, Gband, Bband and Iband) are given to you
with equal image size (512