Question: We trained two classifiers, Decision Tree with 350 examples and tested with 30 examples; and the Support Vector Machine with 500 examples and tested with

  1. We trained two classifiers, Decision Tree with 350 examples and tested with 30 examples; and the Support Vector Machine with 500 examples and tested with 50 examples. The correctly classified percentage of the Decision Tree is 89% and for the support vector machine it is 92%. Calculate the confidence intervals of the two true errors and comment how that relates to the statistical difference between the results.

    = 1.96 for a confidence level of 95%.

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:

Evaluating Hypotheses and Decision Tree a) We trained two classifiers, Decision Tree with 350 examples and tested with 30 examples; and the Support Vector Machine with 500 examples and tested with 50...

Q:

Please provide the summary of the methodology and your understanding of this paper. Incluse necessary figures as well. Rapid Object Detection using a Boosted Cascade of Simple Features single feature...

Q:

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...

Q:

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...

Q:

Implement the ID3 decision tree learning algorithm that we discussed in class. To simplify the implementation, your system only needs to handle binary classification tasks (i.e. each instance will...

Q:

0405441 Human Factors and Ergonomics Assignment 1 1. Summarise the events of Piper Alpha disaster based on the two articles found on the BB (in less than 500 words). 2. What were the causes of this...

Q:

Answer three questions below on the article. 1- Racial slur was mentioned in the article. Provide a definition for this term. And analyze how the association racial slur was related to the online...

Q:

Answer three questions below on the article. 1- Racial slur was mentioned in the article. Provide a definition for this term. And analyze how the association racial slur was related to the online...

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:

Suppose that a new communication program is being developed for your school. What would be the goals of this program? What information would you collect to measure the effectiveness of the program?

Q:

1: Ducharme Corporation purchased electrical equipment at a cost of $12,400 on June 2, 2017. From 2017 through 2020, the equipment was depreciated on a straight-line basis, under the assumption that...

Q:

Background and Supervisor Assignment for Your Team XYZ Corporation sponsors a defined benefit pension plan and another postretirement plan paying medical insurance for its retired employees. A...

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:

Approaches to Managing Organizations

Q:

Do members demonstrate respect for one anotherfor example, by keeping disagreements focused on the issues or positions at hand rather than on personal character?

Q:

Communicating Organizational Culture