Sign In
Not register? Register Now!
Essay Available:
You are here: HomeEssayMathematics & Economics
Pages:
1 page/≈275 words
Sources:
No Sources
Level:
APA
Subject:
Mathematics & Economics
Type:
Essay
Language:
English (U.S.)
Document:
MS Word
Date:
Total cost:
$ 4.32
Topic:

Description Of Naive Bayesian Classifier And Application In Real Life (Essay Sample)

Instructions:

the task is a description of naive bayesian classifier and the application in real life. the assignment covers assumptions in naive bayes and how it reduces COMPUTATIONAL costs.

source..
Content:


Naïve Bayes
Name
Institutional Affiliation
Author note
Naïve Bayes
Naive Bayesian Classification is referred to as naïve since it assumes that each of the input is conditionally independent. The assumption rarely holds any truth, and it's where the term naïve originates. That is, the impact of an attribute on a given class works independently. Research has established that even though the assumption might be false, the approach still performs well hence considered one of the most powerful tools used in the classification process and machine learning. Additionally, the assumption is used in reducing computational costs hence regarded as naïve. The major idea behind the classification approach is to classify data via maximization of the Bayes theorem of probability. The theory uses Bayesian classifier in calculating the posterior probability of a single class label with the maximum posterior probability conditioned in another vector.
Naïve Bayes has been well understood as an effective and efficient classification

...
Get the Whole Paper!
Not exactly what you need?
Do you need a custom essay? Order right now:

Other Topics:

  • Managerial Decision Making Research and Analysis
    Description: Managerial Decision Making Research and Analysis Mathematics and Economics Essay...
    1 page/≈275 words| 6 Sources | APA | Mathematics & Economics | Essay |
  • Challenging Political Economy of South-East Asia Data
    Description: The term political economy emerged in the 18th century by philosophers. It was derived from the Greek word economy, which in essence refers to the management...
    6 pages/≈1650 words| 6 Sources | APA | Mathematics & Economics | Essay |
  • Lies in Statistics
    Description: Most reports come from samples that are taken from people who can as well lie,...
    4 pages/≈1100 words| 1 Source | APA | Mathematics & Economics | Essay |
Need a Custom Essay Written?
First time 15% Discount!