Question: If we build an extremely large regression tree using our entire dataset, why are its predictions unlikely to be very accurate? Group of answer choices

If we build an extremely large regression tree using our entire dataset, why are its predictions unlikely to be very accurate? Group of answer choices It is likely that the first split at the top of the tree is based on the wrong independent variable The tree is likely to be overfit to the data The tree will have to split based on the same independent variable multiple times Trees built using lots of data tend to have less predictive value

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 Mathematics Questions!

Factors encouraging cycle commuting in Scotland Big Data Fundamentals Coursework Daniel Devine CS982 Big Data Technologies Computer and Information Sciences University of Strathclyde, Glasgow 5th...

Follow the steps given in Machine Learning With R , Chapter 5, section "Example Identifying Risky Bank Loans Using C5.0 Decision Trees." download the credit. csv file from Packt Publishing's website...

covid_19_dataset.csv test_date : The date in which the person received the COVID-19 test. cough : binary variable which equals 1 if the person has a cough. fever : binary variable which equals 1 if...

13.( 1 pt) For each of the following situations, indicate whether ANOVA is appropriate; if not appropriate, the reason why not; and, if appropriate, the type of ANOVA that would be used (i.e.,...

34 Academy of Management Perspectives A R T I C November L E S The Management of Organizational Justice by Russell Cropanzano, David E. Bowen, and Stephen W. Gilliland Executive Overview...

Remedies Question 1 Henry enters into a contract giving Derrick the right of first refusal on a tract of land he owns. Henry subsequently offers the land to Justinwithout first offering it to...

Please write the selecting tools and approaches (according to the subject R esearch Method ) for this topic SECOND LANGUAGE ACQUISITION: LEVEL OF INTEREST IN LEARNING MANDARIN CHINESE LANGUAGE AS A...

Using the article Comparing Crime Rates between Undocumented Immigrants, Legal Immigrants, and Native-born US citizens in Texas, write a 2-3 page-paper (double-spaced, 1-inch margins, times roman...

Describing Data Once we have collected data from surveys or experiments, we need to summarize and present the data in a way that will be meaningful to the reader. We will begin with graphical...

Read the case scenario and use the text provided to support your answer and only used the text provided Case Scenario Dion is an engineer with Tesla Motors who helps to design electric motors. It has...

In the circuit, let w = 1200 rad/s, Ic = 1.228 A, and I, = 3453 A. Find (a) I; (b) Vs; (c) ir (t). I, IR 10 Ic 10 mH 20 25 F IL

Figure shows a cylindrical tank with a conical base. If the liquid level is quite low in the conical part, the volume is simply the conical volume of liquid. If the liquid level is midrange in the...

A patient was in a car crash and expertinced blood loss. It is determined that they require a transfuslon. What tost would be used for protransfralon bloed testing? Indirect agglutination Direct...

intro to accounting 2001. troduction to A Question of 10) In eany January 20 computer equpment for $158 000 use in operatng ade ties for the next four years. it estimates the equipments savage valua...