Question: After executing the following code, the user notices that the accuracy on the train set is 9 5 % and 5 0 % on the

After executing the following code, the user notices that the accuracy on the train set is 95% and 50% on the test set. Which one of the following lines could work as a solution for this problem?
tree_clf = DecisionTreeclassifier(max_depth=5)
tree_clf.fit(x, y)

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 Databases Questions!

Q:

Please use python to write this program. Part A. k Nearest Neighbor (kNN) Supervised Learner (40 points) Write a program that performs supervised classification using the kN N algorithm which assigns...

Q:

This uses microsoft SQL management Studio I. OBJECTIVES At the end of this activity, the students will be able to: 1. Create, Alter, and Drop SQL VIEWs. 2. Understand the use of WITH SCHEMABINDING....

Q:

We are increasingly seeing new trends in application of emerging technologies, such as blockchain, audit analytics and continuous auditing, artificial intelligence and others in the public sector....

Q:

Jupiter Notebook We have covered some of the limitations of single layer neural networks in class, but they are still powerful learning systems that provide a good way to begin learning about how to...

Q:

Jupyter Notebook Now that we have tried our hand at some single-layer nets, let's see how they stack up compared to multi-layer nets. :) We will be exploring the basic concepts of learning non-linear...

Q:

Week 7 Overview This hands-on lab allows you to follow and experiment with the critical steps of developing a program including the program description, analysis, test plan, design, and...

Q:

Need to fill in all parts that say "Implement me" and answer in one or two lines here. The following cell contains code that will be referred to as the Preprocessing Block from now on. It contains a...

Q:

Hi, Can you please help me with assignment, I am failing to create the train_nn function. Please advise how I can get data to you, my previous efforts have failed. Tensorflow_NeuralNetworkspdf May 1,...

Q:

Meeting Minutes Location : zoom Meetings Date: 21/06/2024 Time: 12: 30 -1:30 PM Facilitator: Jennifer Osuji Agenda items- 1. Review of assignments and tasks 2. Compiling of data Resource Allocation...

Q:

Project 6 Software Implementation Using Test Driven Development Mission: You were hired to implement usingJava a Train system simulation, designed by a developer who suddenly left the team. You are...

Q:

Flying Penguins Corp. has total current assets of $11,845,175, current liabilities of $5,311,020, and a quick ratio of 0.89. How much inventory does it have?

Q:

At Hershey's, the chocolate maker, a particular candy bar is supposed to weigh 11 ounces. However, the company has received complaints that the bars are under weight. To assess this situation, the...

Q:

Nancy's Basis was $ 2 5 0 , 0 0 0 in the EB Partnership interest just before she Received a proportionate current ( nonliquidating ) distribution consisting of Handheld for investment ( basis of $ 8...

Q:

CT Corp Comprehensive Question Canadian Tire Corporation, Limited ( Canadian Tire ) is a family of companies that includes a retail segment and a financial services division, among others. The retail...

Q:

5. Understand how cultural values influence conflict behavior.

Q:

6. Describe how communication can reinforce cultural beliefs and behavior.

Q:

3. Analyzing a Film. View a feature film or a video (e.g., Chir-raq or Brooklyn) and assume the position of a researcher. Analyze the cultural meanings in the film from each of the three...