Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

which of the following are true for ensembles? 1. Model averaging is always the most successful ensemble method 2. Help mitigate overfitting (but do not

which of the following are true for ensembles? 

1. Model averaging is always the most successful ensemble method

2. Help mitigate overfitting (but do not sure it)

3. Facilitate "parallel processing" e.g. in contests where multiple teams' models can be combined

4. methods like trees don't lose transparency when ensembled

5. General perform better than individual models

Step by Step Solution

3.35 Rating (161 Votes )

There are 3 Steps involved in it

Step: 1

Answer 2 3 5 Explanation Ensembles are a powerful predictive modeling technique that combines multip... blur-text-image

Get Instant Access to Expert-Tailored Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image

Step: 3

blur-text-image

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Recommended Textbook for

Microeconomics

Authors: Dean Karlan, Jonathan Morduch

1st edition

978-0077332587, 007733258X, 978-0077332648, 77332644, 978-1259163531

More Books

Students also viewed these Programming questions