Question

Which of the following predictive model(s) do not have an option to give more weightage to a certain class for classification problems?

A. Decision Trees
B. Random Forest
C. Support Vector Machines
D. Logistic Regression

Answer 1

Among the given predictive models, Decision Trees and Random Forest do not have an option to give more weightage to a certain class for classification problems, while Support Vector Machines and Logistic Regression do.

Step-by-step explanation:

Among the given predictive models, the Decision Trees and Random Forest do not have an option to give more weightage to a certain class for classification problems. However, Support Vector Machines (SVM) and Logistic Regression do have options to give more weightage to a certain class.

Support Vector Machines (SVM) offers a parameter called class_weight that allows assigning different weights to different classes. This helps to give more importance to a certain class in the classification process.

Logistic Regression also provides an option to assign weights to different classes using a parameter called class_weight. By adjusting the weights, you can give more weightage to a specific class during the classification.