ML2 Table

Which of the following models is very strong in tolerating many features?

• SVM

• KNN

• Random Forest

• LDA

Which model does not have a simple and intuitive parameterization?

• Decision Tree

• XGBoosting

• Random Forest

• SVM

Which model requires the largest amount of memory of the following?

• Decision Tree

• Bayes

• KNN

• Random Forest

Which models have a small data requirement?

• SVM

• LDA

• Decision Tree

• Bayes

Which model has a very high chance of overfitting?

• Desicion Tree

• SVM

• XGBooting

• Random Forest

Which models have a high level of difficulty?

• Bayes

• SVM

• Decision Tree

• KNN

Which model has a fast training time?

• Random Forest

• XGBoost

• Random Forest

• Decision Tree

Which models have a Costly prediction time?

• KNN

• LDA

• Desicion Tree

• Random Forest

Which models have good interpretability?

• Decision Tree

• KNN

• Bayes

• LDA

Which models are not only strong, but VERY STRONG in tolerating many features?

• SVM

• KNN

• Bayes

• LDA