Machine Learning Algorithms Quiz

<p>An algorithm used to train a support vector machine (B)</p> Signup and view all the answers

<p>A measure of impurity (D)</p> Signup and view all the answers

<p>A type of meta learner (C)</p> Signup and view all the answers

<p>To reduce the generalization error of a model (C)</p> Signup and view all the answers

<p>To classify categorical data (A)</p> Signup and view all the answers

<p>To train a neural network (C)</p> Signup and view all the answers

<p>To train a support vector machine (B)</p> Signup and view all the answers

A method for classifying data into categories based on a series of decisions.

An algorithm that classifies data points based on their similarity to nearby points.

A process for creating rules based on patterns identified in data.

An algorithm used to train a Support Vector Machine (SVM), a powerful classification model.

Measures like Gini Impurity or Entropy used to quantify how mixed or uncertain a data set is.

Combining multiple machine learning models to improve predictive accuracy.

The goal is to minimize the error rate of a model when predicting on new, unseen data.

A type of machine learning model that uses multiple models to make predictions.