Which evaluation metric is commonly used to assess the performance of Decision T

Practice Questions

Q1
Which evaluation metric is commonly used to assess the performance of Decision Trees?
  1. Mean Squared Error
  2. Accuracy
  3. Silhouette Score
  4. F1 Score

Questions & Step-by-Step Solutions

Which evaluation metric is commonly used to assess the performance of Decision Trees?
  • Step 1: Understand what a Decision Tree is. It is a model used for making decisions based on data.
  • Step 2: Know that Decision Trees can be used for classification tasks, where the goal is to categorize data into classes.
  • Step 3: Learn about evaluation metrics, which are tools used to measure how well a model performs.
  • Step 4: Identify that one common evaluation metric for classification models is Accuracy.
  • Step 5: Understand that Accuracy measures the percentage of correct predictions made by the model out of all predictions.
No concepts available.
Soulshift Feedback ×

On a scale of 0–10, how likely are you to recommend The Soulshift Academy?

Not likely Very likely