Question: Rain Forest is a scalable algorithm for decision tree induction. Develop a scalable nave Bayesian classification algorithm that requires just a single scan of the

Rain Forest is a scalable algorithm for decision tree induction. Develop a scalable naïve Bayesian classification algorithm that requires just a single scan of the entire data set for most databases. Discuss whether such an algorithm can be refined to incorporate boosting to further enhance its classification accuracy.

Step by Step Solution

★★★★★

3.52 Rating (145 Votes )

There are 3 Steps involved in it

1 Expert Approved Answer

Step: 1 Unlock

On a single scan of the database for each attribute value we collect the following table of c... 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 Data Mining Concepts And Techniques Questions!

There is a bonus with the following characteristics: nominal value $98.650.000 annual coupon rate 4.5% term 5 years, tir 6.5% A) Calculate the price of the bond assuming it is zero coupon B)...

Planning is one of the most important management functions in any business. A front office managers first step in planning should involve determine the departments goals. Planning also includes...

Managing Scope Changes Case Study Scope changes on a project can occur regardless of how well the project is planned or executed. Scope changes can be the result of something that was omitted during...

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...

i want summary please Survey paper When machine learning meets congestion control: A survey and comparison Huiling Jiang s", Qing Lit ker, Yong Jiang ", , GengBiao Shen ", Richard Sinnott ", Chen...

(a) In SystemVerilog, what is the difference between: (i) The ternary operator ? and if...then...else statements? [2 marks] (ii) always_ff and always_comb? [2 marks] (iii) Blocking, non-blocking and...

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...

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...

s sf Define the terms opaque type and concrete type. [5 marks] The following is a shortened version of one of the definition modules described in the Modula-2 user manual: Provide a suitable...

Write a book report about the planting fast growing churches.

What alkenes would give each of the following alcohols as the major (or only) product as a result of oxymercuration-reduction? CH-CH

Arizona Corporation acquired the business Data Systems for $ 3 3 5 , 0 0 0 cash and assumed all liabilities at the date of purchase. Data s books showed tangible assets of $ 3 7 0 , 0 0 0 ,...

How can a company researching global opportunities best use big data to better understand its international markets?

4 X (6 + 8) / (4+3)

-14x + 21y + 7

-32 8 / 4 - (-2)

Traditional shopping centres (malls and High Streets) are widely perceived to be under threat from online business-to-consumer developments. Why is this the case? Why is this a problem for the...

A loan commitment of $4.32 million has an up-front fee of 80 basis points and a back-end fee of 50 basis points. The take down on the loan is 60 percent. Calculate the total fees you will pay on this...

1) Michelle Walker is looking to invest in a three-year bond that makes semi-annual coupon payments at a rate of 5.225 percent. If these bonds have a market price of $990.00, what yield to maturity...