ML-I Quiz

SVM Soft Margin is used to  

• A. smoothen the margin useful in multiclass classification 

• B. only to increase the margin 

• C. Find the best trade off  in misclassification error useful in multilabel classification only 

• D. Both A & B

Soft Margin

• Constrains the range of Lagrange Multipliers

• Increases the range of Lagrange Multipliers

• Both increase and decrease

• Does not change range

Which of the following algorithm is not an ensemble method

• Decision Tree

• Gradient Bossting Machines

• Random Forest

• Adaboost

Ensemble Method can be applied to

• Supervised Learning

• Unsupervised Learning

• Both Supervised and unsupervised

• Depends on the domain

In  popular TV programs audience poll denotes

• Bagging

• Boosting

• Both Bagging and Boosting

• None of these two