Machine Learning Algorithm Transition Quiz

Support vector machines

Polynomial regression (correct)

Ridge regression

Logistic regression

It cannot handle imbalanced datasets

It cannot effectively classify linearly inseparable feature representations (correct)

It cannot handle high-dimensional feature space

It cannot handle non-linear regression

Transforming with support vector machines

Regularizing with ridge regression

Increasing feature space with polynomial regression (correct)

Decreasing feature space with logistic regression

<p>Polynomial regression</p> Signup and view all the answers

<p>Computational problems</p> Signup and view all the answers

<p>تقديم الانحدار الخطي الكثيري</p> Signup and view all the answers

<p>لا يمكن استخدامه لتصنيف التمثيلات غير الخطية بشكل فعال</p> Signup and view all the answers

<p>التصنيف الخطي غير كافٍ لتحديد التمثيلات غير الخطية</p> Signup and view all the answers