Question: To reduce over - fitting in a random forest classifier you should: Group of answer choices Use the Gini metric rather than the Entropy metric

To reduce over-fitting in a random forest classifier you should:
Group of answer choices
Use the Gini metric rather than the Entropy metric as a measure of impurity.
Increase the maximum number of leaf nodes allowed in the decision trees that make up the ensemble.
Decrease the maximum number of leaf nodes allowed in the decision trees that make up the ensemble.
Ensure that all the examples in a leaf node belong to the same class.

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Programming Questions!

Q:

To reduce over-fitting in a random forest classifier you should: Ensure that all the examples in a leaf node belong to the same class. Use the Gini metric rather than the Entropy metric as a measure...

Q:

For the exclusive use of A. Bennis, 2015. MH0005 0 0 7 7645065 Fra nk T. R othaermel M ichael Jano vec InterfaceRAISE (in 2010): Raising the Bar in Sustainability Consulting MR. JIM HARTZFELD walked...

Q:

Diston Company uses the weighted-average method in its process costing system. The first processing department, the Welding Department, started the month with 21,000 units in its beginning work in...

Q:

read chapter 1 & 2 from the attashment book (the new international money game-7th), and then let me have a summary of them both within one or tow pages so i can solve the questions> 1 A System Is How...

Q:

The article uses the term 'self-efficacy' several times. Briefly describe what you understand by self-efficacy in the context of the paper and whether you think it has been clearly explained. 1....

Q:

How efficient is Hubble's business? For its computation, please follow the steps below. How many months does an average consumer stay with Hubble once she subscribes to the service? Refer any...

Q:

Value Steam Mapping Data Set TWI Industries TWI Industries produces several components for tractors. This case concems one product family - Steering Arms - which are produced in many configurations....

Q:

Please read the case, "Hubble Contact Lenses: Data-Driven Direct to Consumer Marketing," (case ID 519011-PDF-ENG) and answer the following questions. Which consumer and technological changes enabled...

Q:

SUMMARY this journal, the length of it should not be more than 2 pages, with 1.5 spacing size 12 Times New Rome. Available online at www.sciencedirect.com Journal of Empirical Finance 15 (2008) 199 -...

Q:

Acme Manufacturing adopted lean management and reorganized their factory into production cells. Each production cell produces a small family of products or components from start to finish. For the...

Q:

Using the following data, estimate the return on equity (ROE) for the followingindustries. Assets-to-Equity A Return Ratio Turnover on Sales Retail jewelry stores Retail grocery stores Electric...

Q:

The sorting supervisor wishes to decrease the number of kanbans in the package sorting process described in Problem 5. Which of the following alternatives has the greatest effect on reducing the...

Q:

1 Multiple Choice 2 . 5 points All the following are good plans for self employed individuals to except: 4 0 1 K KEOGH 4 5 7 Plan SIMPLE IRA

Q:

What is the analysis about the main idea of the "The effectiveness of foreign aid to women's equality organizations in the MENA"? Does aid promote women's political participation? The question this...