ISYE 6501 Midterm Questions and Correct Answers the Latest Update and Recommended Version
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Course
ISYE 6501
Institution
ISYE 6501
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 ___
m...
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How do you make errors more costly in a soft SVM classifier?
✓ include a multiplier for the point-error term.
If an SVM coefficient is very close to zero...
✓ that term is not very important to the classification.
What is the difference between standardization and scaling?
✓ Scaling is bounded in range. Standardization is scaling to a normal distribution.
Standardization is the (value - factor mean) / (factor standard deviation)
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