Isye 6501 midterm 2 Study guides, Class notes & Summaries
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![GT Students ISYE 6501 - Midterm 1,2 and Final Exam Combined Guide 100% Verified;Actual Questions and Answers 2024](/docpics/5515804/665d49d9c1341_5515804_121_171.jpeg)
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GT Students ISYE 6501 - Midterm 1,2 and Final Exam Combined Guide 100% Verified;Actual Questions and Answers 2024
- Exam (elaborations) • 86 pages • 2024
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GT Students ISYE 6501 - Midterm 1,2 and Final Exam Combined Guide 100% Verified;Actual Questions and Answers 2024
![ISYE 6501 - Midterm 2 EXAM QUESTIONS WITH VERIFIED SOLUTIONS 100% LATEST UPDATE](/docpics/4033671/657d201645194_4033671_121_171.jpeg)
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ISYE 6501 - Midterm 2 EXAM QUESTIONS WITH VERIFIED SOLUTIONS 100% LATEST UPDATE
- Exam (elaborations) • 21 pages • 2023
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ISYE 6501 - Midterm 2 EXAM 
QUESTIONS WITH VERIFIED 
SOLUTIONS 100% LATEST 
UPDATE 
When might overfitting occur - ANSWER when the # of factors is 
close to or larger than the # of data points causing the model to 
potentially fit too closely to random effects 
Why are simple models better than complex ones - ANSWER 
less data is required; less chance of insignificant factors and 
easier to interpret 
What is forward selection - ANSWER we select the best new 
factor and see if it's good ...
![ISYE 6501 - Midterm 2 Exam 2024](/docpics/4219717/65a2fffe31432_4219717_121_171.jpeg)
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ISYE 6501 - Midterm 2 Exam 2024
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ISYE 6501 - Midterm 2 Exam 2024 
when might overfitting occur - answerwhen the # of factors is close to or larger 
than the # of data points causing the model to potentially fit too closely to random 
effects 
Why are simple models better than complex ones - answerless data is required; 
less chance of insignificant factors and easier to interpret 
what is forward selection - answerwe select the best new factor and see if it's 
good enough (R^2, AIC, or p-value) add it to our model and fit the ...
![ISYE 6501 Midterm 2 Part 1 Questions with 100% correct answers | verified | latest update 2024](/docpics/5692556/66760d75bcb38_5692556_121_171.jpeg)
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ISYE 6501 Midterm 2 Part 1 Questions with 100% correct answers | verified | latest update 2024
- Exam (elaborations) • 4 pages • 2024
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ISYE 6501 Midterm 2 Part 1 Questions with 100% correct answers | verified | latest update 2024
![ISYE 6501 Midterm Questions and Answers Already Graded A](/docpics/3909470/6563c1d0bbea6_3909470_121_171.jpeg)
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ISYE 6501 Midterm Questions and Answers Already Graded A
- Exam (elaborations) • 47 pages • 2023
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ISYE 6501 Midterm Questions and Answers Already Graded A What does SVM stand for? Support Vector Machine 
Is written text structured or unstructured? Unstructured 
When we increase the sum of the square of the coefficients we... Decrease the distance between the lines 
In SVM soft classifier we tradeoff between maximizing ___ and minimizing ___ margin and errors 
If lambda gets small what gets emphasized, large margin or minimizing training error?, Minimizing errors. 
What is a support vector? A...
![ISYE 6501 - Midterm 2 Questions and Correct Answers](/docpics/4755109/65f4ea71f3bc2_4755109_121_171.jpeg)
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ISYE 6501 - Midterm 2 Questions and Correct Answers
- Exam (elaborations) • 22 pages • 2024
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ISYE 6501 - Midterm 2 Questions and Correct Answers
![ISYE 6501 - Midterm 2 Question and Correct Answers](/docpics/4755132/65f4eb5e5ef91_4755132_121_171.jpeg)
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ISYE 6501 - Midterm 2 Question and Correct Answers
- Exam (elaborations) • 22 pages • 2024
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ISYE 6501 - Midterm 2 Question and Correct Answers
![ISYE-6501 Midterm Exam QUESTIONS & CORRECT ANSWERS](/docpics/3745666/6542b25058dcb_3745666_121_171.jpeg)
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ISYE-6501 Midterm Exam QUESTIONS & CORRECT ANSWERS
- Exam (elaborations) • 19 pages • 2023
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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...
![ISYE 6501 Midterm 2 Part 1 Latest 2023 Rated A](/docpics/3909617/6563ca754886a_3909617_121_171.jpeg)
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ISYE 6501 Midterm 2 Part 1 Latest 2023 Rated A
- Exam (elaborations) • 7 pages • 2023
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ISYE 6501 Midterm 2 Part 1 Latest 2023 Rated A greedy algorithm at each step, the algorithm does the thing that looks best without taking future options into consideration; more classical 
variable selection methods stepwise - (forward, backward, combination) lasso elastic net 
available metrics for variable selection criteria p-value r2 AIC / BIC 
lasso Giving regression a budget to use on coefficients which it uses on most important coefficients Have to scale first 
elastic net constrain combi...
![ISYE 6501 Midterm 2 Part 1 with 100% correct answers](/docpics/5246770/663d15caefab1_5246770_121_171.jpeg)
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ISYE 6501 Midterm 2 Part 1 with 100% correct answers
- Exam (elaborations) • 4 pages • 2024
- Available in package deal
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- $7.99
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ISYE 6501 Midterm 2 Part 1 with 100% correct answers
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