For this question you will adapt the lab notebook for decision trees. Your task is to build

Fantastic news! We've Found the answer you've been seeking!

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, 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)?

Posted Date: Oct 11, 2021 12:04 PM

See More 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...
Convert the ERD below into a Relational Model (Schema List of tables). Specify the Primary and Foreign Keys clearly. id ROLE type id IS A address EMPLOYEE medical details lype name EVIDENCE name...
What are house brokers on the New York Stock Exchange?
J. K. Bijan owns a retail business and made the following sales on account during the month of August 20--. There is a 6% sales tax on all sales. Aug. 1 Sale No. 213 to Jung Manufacturing Co., $1,200...
In his 2023 State of the Union address, President Joe Biden stated, As I stand here tonight, we have created a record 12 million new jobs. Is it likely that the U.S. economy created only 12 million...
Spencer Company sells lamps and other lighting fixtures. The purchasing department manager prepared the following inventory purchases budget. Spencers policy is to maintain an ending inventory...
Which Python data structure is constructed using the code below? a = {"a": 1, "b": 2, "c": 3}
Allen Blay owns 100% of the stock in AB Corporation, organized ten years ago in California. AB operates a foreign branch in Country A. In the current year, AB reports $500,000 of taxable income from...
BB Bank intends to issue 2 million shares of common stock. The bank's investment dealer has offered two alternatives: Plan A: A best efforts offering at $16 per share to an underwriting commission of...
The box entitled How Would You Do That? 1 introduced a number of financial tools for predicting a firms financial troubles. Pick a public company that has recently announced financial woes and run...
The box entitled How Would You Do That? 1 helps you see how a profit pool model is developed for a particular industry or geographic or product arena. You are given Starbucks and ready-to-drink...
Refer to the opening case on HUI. Assume that, for reasons of estate planning, the owners decided to take the company public through an IPO. What would be the effect on the firms strategy and...
Apply the concepts of strategy formulation and implementation to your college experience. What was your objective in going to college? When did your strategy for achieving this objective emerge? Has...
The output of workers at a Porta Egypt factory depends on the number of supervisors hired. The factory sells each unit of its output for $0.50, hires 50 production workers at a wage of $100 per day,...
5. (15%) Consider the following data containing 5 training data points consisting of two features x and x (so here N = 5, p = 2), and two possible classes y E {0, +1}. Training Data X (Feature 1)...
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....
If you let go of a helium balloon, it quickly rises. As it rises, the balloon gets larger and larger until it pops. Why does the balloon expand as it rises?
Elephant seals do deep dives to forage for food. The energy used by the seals in diving depends on their body composition; for example, fatter seals use less energy to swim to the surface at the end...
A higher level of hemoglobin in the blood increases the bloods density. This is the basis for a simple test that can be used to see if a prospective blood donor has a high enough hemoglobin level to...

For this question you will adapt the lab notebook for decision trees. Your task is to build

Question:

Expert Answer:

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

Students also viewed these accounting questions