Machine Learning (Decision Trees, SVM) Quiz by DeepAlgorithms.in

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This quiz is sponsored by DeepAlgorithms.in, a leading data scienceĀ / machine learning training/consultancy provider (classroom coachingĀ / online courses) based out of Hyderabad, India. Contact DeepAlgorithms to know details about their upcoming classroom/online training sessions. These questions can as well be used for checking/testing your for knowledge on data science for upcoming interviews. Following are some of the topics which are covered as part of this quiz:

  • Classification
  • Decision trees
  • Ensemble model
  • SVM
  • KNN

In Classification Model, Which Technique can help you to choose a threshold that balance sensitivity and specificity

Correct! Wrong!

In Decision Tree, by comparing the impurity across all possible splits in all possible Predictors, the next split is choosen. How we can measure the Impurity ?

Correct! Wrong!

How we can avoid the overfitting in Decision Tree

Correct! Wrong!

Predictive Errors are due to

Correct! Wrong!

Random Forest Modeling (Ensemble Modeling) uses

Correct! Wrong!

Gradient Boosting (Ensemble Modeling) uses

Correct! Wrong!

Support Vector Machines are based on the concept of decision planes that define decision boundaries. Which technique used to identify the right hyperplances

Correct! Wrong!

Which one is NOT used as a Kernel in Support Vector Machine Modeling

Correct! Wrong!

To Identify the similar(neighbouring) records, K-Nearest Neighbous uses which distance metrics

Correct! Wrong!

Machine Learning (Decision Trees, SVM) Quiz by DeepAlgorithms.in
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