Soft classifier - Study guides, Class notes & Summaries
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ISYE 6501 - Midterm 1 Exam 2023| Correct Questions & Answers| Verified 100
- Exam (elaborations) • 19 pages • 2023
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What do descriptive questions ask? - ANSWERSWhat happened? (e.g., which customers are most alike) 
 
What do predictive questions ask? - ANSWERSWhat will happen? (e.g., what will Google's stock price be?) 
 
What do prescriptive questions ask? - ANSWERSWhat action(s) would be best? (e.g., where to put traffic lights) 
 
What is a model? - ANSWERSReal-life situation expressed as math. 
 
What do classifiers help you do? - ANSWERSdifferentiate 
 
What is a soft classifier and when is it used? - A...
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ISYE 6501 - MIDTERM 1 EXAM 2024 WITH100% CORRECT ANSWERS
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What do descriptive questions ask? Answer- What happened? (e.g., which customers are most alike) 
 
What do predictive questions ask? Answer- What will happen? (e.g., what will Google's stock price be?) 
 
What do prescriptive questions ask? Answer- What action(s) would be best? (e.g., where to put traffic lights) 
 
What is a model? Answer- Real-life situation expressed as math. 
 
What do classifiers help you do? Answer- differentiate 
 
What is a soft classifier and when is it used? Answer- ...
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ISYE 6501 Midterm exam 2023/2024 with 100% correct answers
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What does SVM stand for? - correct answer Support Vector Machine 
 
Is written text structured or unstructured? - correct answer Unstructured 
 
When we increase the sum of the square of the coefficients we... - correct answer Decrease the distance between the lines 
 
In SVM soft classifier we tradeoff between maximizing ___ and minimizing ___ - correct answer margin and errors 
 
If lambda gets small what gets emphasized, large margin or minimizing training error?, - correct answer M...
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ISYE 6501 Midterm review 1 Exam | Questions & 100% Correct Answers (Verified) | Latest Update | Grade A+
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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? 
2 | P a g e 
: A point that holds up a sh...
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ISYE 6501 - Midterm 1 Questions and Answers 100% Pass
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ISYE 6501 - Midterm 1 Questions and Answers 100% Pass 
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 classifier and when is it used? In ...
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ISYE 6501 Midterm Questions and Answers Already Graded A
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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...
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ISYE 6501 Exam Latest 2024- Questions with Correct Solutions
- Exam (elaborations) • 29 pages • 2024
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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
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ISYE 6501 Midterm 1 (2023/2024) Already Graded A
- Exam (elaborations) • 24 pages • 2023
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ISYE 6501 Midterm 1 (2023/2024) Already Graded A Rows Data points are values in data tables 
Columns The 'answer' for each data point (response/outcome) 
Structured Data Quantitative, Categorical, Binary, Unrelated, Time Series 
Unstructured Data Text 
Support Vector Model 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 n-dimensional space (n is the number of features y...
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ISYE 6501 FINAL ACTUAL EXAM (UPDATED QUESTIONS AND ANSWERS)
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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 ANSWER-differentiate 
What is a soft...
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ISYE 6501 Midterm 1 Updated 2024/2025 Verified 100%
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Does a SVM classifier need to be a straight line? - No, SVM can be generalized using kernel 
methods that allow for nonlinear classifiers. Software has a kernel SVM function that you can use to 
solve for both linear and nonlinear classifiers 
Should you scale your data in a SVM model? - Yes, so the orders of magnitude are approximately 
the same. 
Data must be in bounded range. 
Common scaling: data between 0 and 1 
a. Scale factor by factor 
b. Linearly 
What if it's not possible to separate ...
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