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)? O Leave O Stay till a bad customer service event happens. O Stay O Neither stay or leave. The tree cannot predict for this customer

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!

Algorithms in Artificial Intelligence (or, the old name: Introduction to Algorithmic Decision Making) Part 1 Based on slides by David Sarne and Lirong Xia Course Tentative Schedule Introduction...

As millions of people in the U.S. are crippled by student loan debt and high unemployment, policymakers are raising the question of whether college is even a good investment. Richard Clancy, a...

Hi, I've talked to you earlier that you know the answers for the Enron case. Is it possible to get this done by afternoon of Wednesday at best. If not I'm also willing to take this on a Friday....

I'm willing to take this before the 19th of may. PROFESSIONAL ISSUES When a company looks too good to be true, it usually is. ; i - I The Rise and Fall of Enron BY C. WILLIAM THOMAS f you''re like...

Theme one is about the greatest skill a leader can possess that is the art of communication. This week's theme is to discuss the importance of communication which at its heart is the art of...

The new line character is utilized solely as the last person in each message. On association with the server, a client can possibly (I) question the situation with a client by sending the client's...

Briefly describe ASCII and Unicode and draw attention to any relationship between them. [3 marks] (b) Briefly explain what a Reader is in the context of reading characters from data. [3 marks] A...

C HAP TER 1 Culturally Intelligent Leadership Matters The rst time I taught cultural intelligence principles to a group of executives in Minnesota, I miscalculated the time and distance it would take...

pease solve sm cos c+cos A sin -l 222 IA 1. AACB AB = 29 21 ZABC = 0 (i) sin20 +cos20 = 1 (ii) cos20 sin20 41 c 841

Following are the results of a field unit weight determination test performed by means of the sand cone method: Calibrated dry density of Ottawa sand = 1731 kg/m3 Mass of Ottawa sand to fill the...

How to prepare a budgeted income statement?

Richard Barton Enterprises, Inc. v. Tsern , 928 P.2d 368 (Utah 1996) 1. Describe the factual situation that led to the landlord-tenant dispute. 2. What is the significance of mutually dependent...