nptel introduction to research assignment answers 2022

SWAYAM Exam Official Previous Years (Past) Papers All Sets|Shifts|Slots|Days (Free/Without Login PDF Download) from 2011-2023

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• Hindi-Bhasha-Sanrachna-Janpadiya-Bhashayein-Evam-Kaushal SWAYAM Exam Past Papers
• Banking-And-Finncial-Markets-Risk-Management SWAYAM Exam Past Papers
• Basics-Of-Digital-Marketing SWAYAM Exam Past Papers
• Course-In-Special-Services-Marketing-In-India SWAYAM Exam Past Papers
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• Integrated-Marketing-Communication-And-Sales-Force SWAYAM Exam Past Papers
• Introduction-To-Banking-And-Financial-Markets SWAYAM Exam Past Papers
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• Principles-Of-Marketing SWAYAM Exam Past Papers
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• Junior-Course-In-Kathak SWAYAM Exam Past Papers
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• Academic-And-Research-Report SWAYAM Exam Past Papers
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• Accreditation-For-Diploma-Engineering-Programme SWAYAM Exam Past Papers
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• Ancient-Greek-And-Medieval-Philosophy SWAYAM Exam Past Papers
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• Aspects-Of-European-History-1780-1939 SWAYAM Exam Past Papers
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• Direct-Tax-Laws-And-Practice SWAYAM Exam Past Papers
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• Diseases-Of-Horicultural-Crops SWAYAM Exam Past Papers
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• Early-Childhood-Care-And-Educations-ECCE SWAYAM Exam Past Papers
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• Economic-Botany-Plant-Resource-Utilization SWAYAM Exam Past Papers
• Economic-History-Of-India SWAYAM Exam Past Papers
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• Education-In-Contemporary-India SWAYAM Exam Past Papers
• Educational-Administration-School-Management-Leadership SWAYAM Exam Past Papers
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• Educational-Guidance-And-Curriculum-Construction SWAYAM Exam Past Papers
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• Emergence-Of-Early-History-And-History-Of-Pre-Medieval-India SWAYAM Exam Past Papers
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• Essence-Of-Leadership-Explorations-From-Literature SWAYAM Exam Past Papers
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• Foundation-Course-In-Kathak SWAYAM Exam Past Papers
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• Foundations-Of-Mathematical-Statistics SWAYAM Exam Past Papers
• Foundations-Of-Outcome-Based-Cirriculum-In-Engineering-Education SWAYAM Exam Past Papers
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• Fundamentals-Of-Rural-Sociology SWAYAM Exam Past Papers
• Gandhi-Ecology-And-Sustaibnable-Development SWAYAM Exam Past Papers
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• Hindi-Bhasha-Aur-Sahitya-Ka-Itihaas SWAYAM Exam Past Papers
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NPTEL Introduction to Machine Learning Assignment 6 Answers 2022

• by QuizXp Team
• February 25, 2022 March 25, 2022

Are you looking for the Answers to NPTEL Introduction to Machine Learning Assignment 6 – IIT Madras? This article will help you with the answer to the  Nation al Programme on Technology Enhanced Learning  ( NPTEL )  Course “ NPTEL Introduction to Machine Learning Assignment 6 “

What is Introduction to Machine Learning?

With the increased availability of data from varied sources there has been increasing attention paid to the various data driven disciplines such as analytics and machine learning. In this course we intend to introduce some of the basic concepts of machine learning from a mathematically well motivated perspective. We will cover the different learning paradigms and some of the more popular algorithms and architectures used in each of these paradigms.

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Average assignment score = 25% of the average of best 8 assignments out of the total 12 assignments given in the course. Exam score = 75% of the proctored certification exam score out of 100

Final score = Average assignment score + Exam score

YOU WILL BE ELIGIBLE FOR A CERTIFICATE ONLY IF THE AVERAGE ASSIGNMENT SCORE >=10/25 AND EXAM SCORE >= 30/75. If one of the 2 criteria is not met, you will not get the certificate even if the Final score >= 40/100.

Below you can find the answers for NPTEL Introduction to Machine Learning Assignment 6

NPTEL Introduction to Machine Learning Assignment 6 Answers:-

Q1. Which of the following is very interpretable?

Q2. Which of these models are non-parametric?

Answer:- b,c

Q3. Entropy for a 50-50 split between two classes is:

Q4. Statement: Decision Tree is an unsupervised learning algorithm. Reason: The splitting criterion use only the features of the data to calculate their respective measures

Answer:- not sure right now will notify before deadline

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Q5. Having built a decision tree, we are using reduced error pruning to reduce the size of the tree. We select a node to collapse. For this particular node, on the left branch, there are three training data points with the following outputs: 5, 7, 9.6, and for the right branch, there are four training data points with the following outputs: 8.7, 9.8, 10.5, 11.

The maximum value of the outputs of data points denotes the response of a branch. The original responses for data points along the two branches (left & right respectively) were response _ left and, response _ right and the new response after collapsing the node is response _ new . What are the values for response left, response _ right and response _ new (numbers in the option are given in the same order)?

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Q6. Which among the following split-points for the feature 1 would give the best split according to the information gain measure?

Q7. For the same dataset, which among the following split-points for feature 2 would give the best split according to the gini index measure?

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Q8. Consider a dataset with only one attribute(categorical). Suppose, there are 10 unordered values in this attribute, how many possible combinations are needed to find the best split-point for building the decision tree classifier?

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NPTEL Introduction to Machine Learning Assignment 6 Answers 2022:- All the Answers provided here to help the students as a reference, You must submit your assignment at your own knowledge.