Soft classifier - Study guides, Class notes & Summaries
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ISYE 6501 MIDTERM 1 EXAM WITH COMPLETE SOLUTION
- Exam (elaborations) • 11 pages • 2024
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Rows - CORRECT ANSWER-Data points are values in data tables 
Columns - CORRECT ANSWER-The 'answer' for each data point (response/outcome) 
Structured Data - CORRECT ANSWER-Quantitative, Categorical, Binary, Unrelated, 
Time Series 
Unstructured Data - CORRECT ANSWER-Text 
Support Vector Model - CORRECT ANSWER-Supervised machine learning algorithm 
used for both classification and regression challenges. 
Mostly used in classification problems by plotting each data item as a point in ndimens...
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ISYE 6501 - Introduction to Analytics Weeks 1 – 7 Combined Frequent Exam Questions Correctly Answered
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ISYE 6501 - Introduction to 
Analytics Weeks 1 – 7 
Combined Frequent Exam 
Questions Correctly Answered 
Support Vector Machine (SVM) - ANSWER Supervised learning 
classification tool and algorithm that seeks a dividing hyperplane 
for any number of dimensions can be used for regression or 
classification. 
Margin of Error (SVM) - ANSWER A small margin for error 
reduces your chances of misclassifying known data points but 
increases your chances of misclassifying unknown data points. ...
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ISYE 6501 - Midterm 1 Questions and Answers 2023
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ISYE 6501 - Midterm 1 Questions and Answers 2023 
What do descriptive questions ask? 
What happened? (e.g., which customers are most alike) 
 
 
 
What do predictive questions ask? 
What will happen? (e.g., what will Google's stock price be?) 
 
 
 
What do prescriptive questions ask? 
What action(s) would be best? (e.g., where to put traffic lights) 
 
 
 
What is a model? 
Real-life situation expressed as math. 
 
 
 
What do classifiers help you do? 
differentiate 
 
 
 
What is a soft class...
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ISYE 6501 MIDTERM 1 EXAM TEST
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ISYE 6501 MIDTERM 1 EXAM TEST 
What do descriptive questions ask? - CORRECT ANSWER-What happened? (e.g., 
which customers are most alike) 
What do predictive questions ask? - CORRECT ANSWER-What will happen? (e.g., 
what will Google's stock price be?) 
What do prescriptive questions ask? - CORRECT ANSWER-What action(s) would be 
best? (e.g., where to put traffic lights) 
What is a model? - CORRECT ANSWER-Real-life situation expressed as math. 
What do classifiers help you do? - CORRECT ANSWE...
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ISYE-6501 Midterm Exam QUESTIONS & CORRECT ANSWERS
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ISYE-6501 Midterm Exam 
QUESTIONS & CORRECT ANSWERS 
What is modeling? 
A real life situation expressed as math. 
What is a classification model? 
A model that puts things into categories. 
e.g. a loan applicant classification with a SVM splitting people into 
2 buckets - yes and no. 
What is a data point? 
A 'row' of data essentially. It is not just one attribute (column) on a 
row of data. 
What is Quantitative Data 
numbers that have meaning 
What is Categorical Data 
Non-numeric informa...
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ISYE 6501 FINAL ACTUAL EXAM (UPDATED QUESTIONS AND ANSWERS)
- Exam (elaborations) • 33 pages • 2024
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ISYE 6501 FINAL ACTUAL EXAM 
(UPDATED QUESTIONS AND ANSWERS) 
What do descriptive questions ask? - CORRECT ANSWER-What happened? (e.g., 
which customers are most alike) 
What do predictive questions ask? - CORRECT ANSWER-What will happen? (e.g., 
what will Google's stock price be?) 
What do prescriptive questions ask? - CORRECT ANSWER-What action(s) would be 
best? (e.g., where to put traffic lights) 
What is a model? - CORRECT ANSWER-Real-life situation expressed as math. 
What do classifie...
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2024 ISYE 6501 Midterm EXAM QUESTIONS WITH 100% SOLUTIONS
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What does SVM stand for? - ANSWER Support Vector Machine 
Is written text structured or unstructured? - ANSWER Unstructured 
When we increase the sum of the square of the coefficients we... - ANSWER Decrease 
the distance between the lines 
In SVM soft classifier we tradeoff between maximizing ___ and minimizing ___ - 
ANSWER margin and errors 
If lambda gets small what gets emphasized, large margin or minimizing training error?, - 
ANSWER Minimizing errors. 
What is a support vector? - ANSWER A...
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ISYE 6501 MIDTERM 1 COMPLETE EXAM WITH UPGRADED QUESTIONS AND ANSWERS
- Exam (elaborations) • 20 pages • 2024
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ISYE 6501 MIDTERM 1 COMPLETE 
EXAM WITH UPGRADED QUESTIONS 
AND ANSWERS 
What do descriptive questions ask? - CORRECT ANSWER-What happened? (e.g., 
which customers are most alike) 
What do predictive questions ask? - CORRECT ANSWER-What will happen? (e.g., 
what will Google's stock price be?) 
What do prescriptive questions ask? - CORRECT ANSWER-What action(s) would be 
best? (e.g., where to put traffic lights) 
What is a model? - CORRECT ANSWER-Real-life situation expressed as math. 
What...
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ISYE 6501 Midterm 1 QUESTIONS CORRECTLY ANSWERED LATEST UPDATE Support Vector Machine(SVM) is a supervised machine learnin
- Exam (elaborations) • 7 pages • 2023
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ISYE 6501 Midterm 1 
QUESTIONS CORRECTLY 
ANSWERED LATEST UPDATE 
Support Vector Machine(SVM) is a supervised machine learning 
algorithm used for? - ANSWER Classification 
How to split the data if we only have one model? - ANSWER 
70% training data, 30% testing data 
How to split the data if we want to compare models? - ANSWER 
70% training, 15% validation and 15% testing 
When do we need to do scaling in data? - ANSWER When our 
factors/attributes/dimensions are orders of magnitude differe...
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ISYE 6501 MIDTERM 1 EXAM WITH COMPLETE SOLUTION
- Exam (elaborations) • 11 pages • 2024
- Available in package deal
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- $13.49
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ISYE 6501 MIDTERM 1 EXAM WITH 
COMPLETE SOLUTION 
Rows - CORRECT ANSWER-Data points are values in data tables 
Columns - CORRECT ANSWER-The 'answer' for each data point (response/outcome) 
Structured Data - CORRECT ANSWER-Quantitative, Categorical, Binary, Unrelated, 
Time Series 
Unstructured Data - CORRECT ANSWER-Text 
Support Vector Model - CORRECT ANSWER-Supervised machine learning algorithm 
used for both classification and regression challenges. 
Mostly used in classification problem...
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