Deep Learning - Deep Neural Network for Beginners Using Python - Perceptron Training Part 2

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Mathematics
•
9th - 10th Grade
•
Hard
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5 questions
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1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What does it mean if the left-hand side of a line equation is greater than zero for a point?
The point is below the line.
The point is not related to the line.
The point is above the line.
The point is on the line.
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
How do you determine the weights of a line equation?
By analyzing the slope and intercept of the line.
By using the coordinates of a point on the line.
By calculating the midpoint of the line.
By measuring the distance from the origin.
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the result of subtracting the coordinates of a misclassified point from the line equation?
The line equation remains unchanged.
The line equation is adjusted to account for the misclassification.
The line equation becomes invalid.
The line equation becomes more complex.
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Why might rapid changes to a line equation be problematic?
They can make the line equation too simple.
They can cause the line to disappear.
They can lead to misclassification of other points.
They can make the line equation too complex.
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is a potential solution to avoid rapid changes in the line equation?
Ignore the misclassified points.
Adjust the line equation gradually.
Use a different line equation.
Increase the bias term significantly.
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