Question: For this question you will adapt the lab notebook for decision trees. Your task is to build a decision tree with just 3 predictor variables,

For this question you will adapt the lab notebook for decision trees. Your task is to build a decision tree with just 3 predictor variables, income, house value and whether college attended or not. The target variable stays the same (leave or stay). When building the tree, control the evolution of the tree with the following statement:

decision_tree = DecisionTreeClassifier(max_depth=6, criterion="entropy",max_leaf_nodes = 12, min_samples_leaf = 1).

What is the prediction of the decision tree for a customer with income = 90,000, house value = 152000 and NOT attended college (i.e., college = 0)?

Step by Step Solution

★★★★★

3.51 Rating (178 Votes )

There are 3 Steps involved in it

1 Expert Approved Answer

Step: 1 Unlock

ANSWER The predicted value is leave EXPLANATI... View full answer

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 Accounting Questions!

Your task is to construct a report regarding criminal offenses investigated by U.S. attorneys by offense and year using the following data from the U.S. Department of Justice. Your report should...

Your task is to prepare isopropyl methyl ether by one of the following reactions. Which reaction would give the better yield? Explain your answer. (1) Isopropyl methyl ether Or (2) Isopropyl methyl...

Your task is to create a society or culture that fosters all of the support foundations of Maslow's pyramid to permit individuals to strive for the pinnacle. You will develop the essay in three...

1. Discovering Data In this question you will study the official macroeconomic statistics reported in your country. These can be found by searching the web for National Accounts and your countrys...

1. 4. In Section 15.4 , we discuss the potential relationship between government deficits and inflation. In this question, you will investigate the data on government debt as a share of GDP and the...

This case is based on the financial statements of Canadian Tire, which can be found in Appendix A at the back of the book and on My-Accounting-Lab. As you work with Canadian Tire throughout this...

In this problem, you will process the sales and purchases transactions for the week of February 8 through February 14 for Vetter Vacuum Center. Step 1: Start Integrated Accounting 8e. Step 2: Load...

Discovering Data Not all pegs are created equal! In this question you will explore trends in exchange rates. Go to the St. Louis Federal Reserves Economic Data (FRED) website at...

In order to complete this question, you will need to reference Amazons 2020 Annual Report. This can be found using your preferred search engine and going to their Investors Relations page, which can...

In practice, bond prices are never available at conveniently spaced intervals. Some interpolation scheme is called for. However, by making an assumption of constant forward rates between non-standard...

The valuation department of Berty Ltd made the following financial information available for the purpose of impairment testing regarding the assets within one of its cash-generating unit at 30 June...

The marketing department of Graber Corporation has submitted the following sales forecast for the upcoming fiscal year. Budgeted unit sales First Quarter 16,000 Second Quarter 15,000 Third Quarter...

Tom negotiates with Marion for the purchase of three brand new cars which he had seen advertised in the local newspaper for 10,000 each. They are both local car dealers. Consider the legal position...

(b) (i) A circuit has a voltage v(t) = vocos (wt) applied to it and draws a current: i(t) = iocos (wt +) where is the constant phase difference between the voltage and current waveforms and all other...

The partnership of Waterway, Wildhorse, and Sheffield engaged you to adjust its accounting records and convert them uniformly to the accrual basis in anticipation of admitting Kerns as a new partner....

[The following information applles to the questions displayed below.] Diana and Ryan Workman were married on January 1 of last yeat, Ryan has an eight-year-old son, Jorge, from his previous marriage....

(I need help coding problem; an explanation would be appreciated. In Python, please, Thank you.) Implement a function `roll` that takes in a string and "rolls" it as follows. ~~~ Input: hello Output:...

CdF2 (s) Cd+ (aq) + 2 F- (aq) 1. A saturated solution of CdF2 is prepared. The equilibrium in the solution is represented above. In the solution [Cd+] eq = 0.0585 M and [F-] eq = 0.117 M. a....

How can variances be used to analyze costs in individual activity areas?

Nascar Motors assembles and sells motor vehicles and uses standard costing. Actual data relating to April and May 2008 are: The selling price per vehicle is $24,000. The budgeted level of production...

Distinguish between a market-share variance and a market-size variance.

The mean daily temperatures in a midwestern city was found for a sample of 30 days in the summers of 1930-1945. These temperatures showed s = 4.8 degrees Fahrenheit. Another random sample of 20 daily...

A random sample of 25 U.S. men born in 1935 showed a distribution of height with a standard deviation of 3.1 inches. On the other hand, a random sample of 43 U.S. men born in 1945 showed a standard...

In Exercise 43, are the variances significantly different at the .01 level?