Isye 6501 exam 1 2023 - Study guides, Class notes & Summaries
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ISYE 6501 Midterm 1 EXAM QUESTIONS WITH 100% SOLUTIONS LATEST UPDATE 2023/2024
- Exam (elaborations) • 6 pages • 2023
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ISYE 6501 Midterm 1 EXAM 
QUESTIONS WITH 100% 
SOLUTIONS LATEST UPDATE 
2023/2024 
True or false: In a regression tree, every leaf of the tree has a different regression 
model that might use different attributes, have different coefficients, etc. - ANSWER 
True 
- Each leaf's individual model is tailored to the subset of data points that follow all of the 
branches leading to the leaf. 
True or false: Tree-based approaches can be used for other models besides regression. 
- ANSWER True ...
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ISYE 6501 Week 1 Introduction and Classification Exam 2023/2024 Questions With Verified Solutions
- Exam (elaborations) • 2 pages • 2023
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ISYE 6501 Week 1 Introduction and Classification Exam 2023/2024 Questions With Verified Solutions
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ISYE 6501 Spring '23 Exam 1 QUESTIONS WITH 100% SOLUTIONS LATEST UPDATE 2023/2024
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ISYE 6501 Spring 
'23 Exam 1 
QUESTIONS WITH 
100% SOLUTIONS 
LATEST UPDATE 
2023/2024 
What is modeling? - ANSWER Describing a real-life situation mathematically, analyzing 
the math and then turning the math back into a real-life situation. 
What is a data point? - ANSWER A row of data. All of the information about one 
observation. 
What are some (4) names for columns of data? - ANSWER Attributes, features, 
covariates, predictors 
Name some common types of structured data (5) - ANSWE...
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Exam ISYE 6501 Midterm Quiz 1-with 100% verified answers-2022-2023
- Exam (elaborations) • 47 pages • 2023
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Exam 
ISYE 6501 Midterm Quiz 1-with 100% 
verified answers-2022-2023 
ISYE 6501 Midterm Quiz 1-with 100% verified answers-2022-2023 
Course Midter… Step 2: … Step 2: … 
Step 2: Midterm Quiz 1 - GT Students (Launch Proctortrack first before taking the Midterm 
Quiz 1) 
95 Minute Time Limit 
Instructions 
Work alone. Do not collaborate with or copy from anyone else. You 
may use any of the following resources: 
One sheet (both sides) of handwritten (not photocopied or scanned) notes 
If any...
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ISYE 6501 Midterm EXAM QUESTIONS WITH 100% SOLUTIONS LATEST UPDATE 2023/2024
- Exam (elaborations) • 22 pages • 2023
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ISYE 6501 Midterm 
EXAM QUESTIONS 
WITH 100% 
SOLUTIONS LATEST 
UPDATE 2023/2024 
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 minimiz...
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ISYE-6501 Exam 1 2023 with verified solutions
- Exam (elaborations) • 15 pages • 2023
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Algorithm 
a step-by-step procedure designed to carry out a task 
 
 
 
Change Detection 
Identifying when a significant change has taken place 
 
 
 
Classification 
Separation of data into two or more categories 
 
 
 
Classifier 
A boundary that separates data into two or more categories 
 
 
 
Cluster 
A group of points that are identified as being similar or near each other 
 
 
 
Cluster Center 
In some clustering algorithms (k-means), the central point of a cluster center (CENTROID) 
 
 
...
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ISYE 6501 Midterm 1 EXAM QUESTIONS WITH VERIFIED SOLUTIONS 100% LATEST UPDATE 2023/2024
- Exam (elaborations) • 8 pages • 2023
- Available in package deal
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ISYE 6501 Midterm 1 EXAM 
QUESTIONS WITH VERIFIED 
SOLUTIONS 100% LATEST 
UPDATE 2023/2024 
True or false: In a regression tree, every leaf of the tree has a 
different regression model that might use different attributes, have 
different coefficients, etc. - ANSWER True 
- Each leaf's individual model is tailored to the subset of data 
points that follow all of the branches leading to the leaf. 
True or false: Tree-based approaches can be used for other 
models besides regression. - ANSW...
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Isye 6501 Final exam with complete solution 2023
- Exam (elaborations) • 45 pages • 2023
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Isye 6501 Final exam with complete solution 2023 
1.	1-norm: Similar to rectilinear distance; measures the straight-line length of a vector from the origin. If z=(z1,z2,...,zm) is a vector in an m-dimensional space, then it's 1-norm is square root(|5g1|+|5g2|+ï+|5g5Z| = |5m£g1o|+v|e5rgi2=|1+ï|+5|g55gV| |= 
2.	A/B Testing: testing two alternatives to see which one performs better 
3.	2-norm: Similar to Euclidian distance; measures the straight-line length of a 
vector from the origin. If z=(z...
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ISYE 6501 FINAL EXAM 2022/2023 WITH COMPLETE SOLUTION
- Exam (elaborations) • 15 pages • 2022
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ISYE 6501 FINAL EXAM WITH COMPLETE 
SOLUTION 2022/2023 
 
1.	Factor Based Models: classification, clustering, regression. Implicitly assumed that we have a lot of factors in the final model 
2.	Why limit number of factors in a model? 2 reasons: overfitting: when # of factors is close to or larger than # of data points. Model may fit too closely to random effects simplicity: simple models are usually better 
3.	Classical variable selection approaches: 1. Forward selection 
2. Backwards eli...
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ISYE 6501 Midterm 1 EXAM QUESTIONS WITH VERIFIED SOLUTIONS 100% LATEST UPDATE 2023/2024
- Exam (elaborations) • 8 pages • 2024
- Available in package deal
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- $13.99
- + learn more
ISYE 6501 Midterm 1 EXAM 
QUESTIONS WITH VERIFIED 
SOLUTIONS 100% LATEST 
UPDATE 2023/2024 
True or false: In a regression tree, every leaf of the tree has a 
different regression model that might use different attributes, have 
different coefficients, etc. - ANSWER True 
- Each leaf's individual model is tailored to the subset of data 
points that follow all of the branches leading to the leaf. 
True or false: Tree-based approaches can be used for other 
models besides regression. - ANSW...
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