gs gs126 Formal Learning Model - Statistical Learning Framework - Quiz No.1
gs gs126 Neural Networks Quiz
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Question 1: How are the points in the domain set given as input to the algorithm?
Vector of features
Scalar points
Polynomials
Clusters
Question 2: To which input does the learner has access to?
Testing Data
Label Data
Training Data
Cross-Validation Data
Question 3: The set which represents the different instances of the target variable is known as ______
domain set
training set
label set
test set
Question 4: What is the learner’s output also called?
Predictor, or Hypothesis, or Classifier
Predictor, or Hypothesis, or Trainer
Predictor, or Trainer, or Classifier
Trainer, or Hypothesis, or Classifier
Question 8: The error of classifier is measured with respect to _________
variance of data instances
labeling function
probability distribution
probability distribution and labeling function
Question 9: What is not accessible to the learner?
Training Set
Label Set
Labeling Function
Domain Set
Question 10: What are the possible values of A, B, and C in the following diagram?
A – Training Set, B – Domain Set, C – Cross-Validation Set
A – Training Set, B – Test Set, C – Cross-Validation Set
A – Training Set, B – Test Set, C – Domain Set
A – Test Set, B – Domain Set, C – Training Set
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