## Bayesian neural networks Introduction

What is Classification and clustering in data mining

### Classification in data mining

Classification is a data mining technique used to predict group membership for data instances. classification predicts categorical (discrete, unordered) labels, prediction models continuous valued functions.

For example 1:
Fraud Detection
Goal: Predict fraudulent cases in credit card transactions.
Approach:

-Use credit card transactions and the information on its account-holder as attributes.

–When does a customer buy, what does he buy, how often he pays on time, etc

-Label past transactions as fraud or fair transactions. This forms the class attribute.

-Learn a model for the class of the transactions.

-Use this model to detect fraud by observing credit card transactions on an account.

For example 2: you may wish to use classification to predict the result of  football match then possible result will be for a team win, lose, tie. Use Popular classification techniques include decision trees and neural networks.

Classification Techniques

1. Decision Tree based Methods
2. Rule-based Methods
3. Memory based reasoning
4. Neural Networks
5. Naïve Bayes

Source: Techathon | Techathon

 Bayesian Networks: An Introduction (Wiley Series in Probability and Statistics) Book (Wiley)

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### Yes

I would be happy to, but someone asked me that before, and when I answered, it was flagged. I am not sure, but I think that stock traders don't like Forex trading.
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### It's true

2005-10-06 10:24:31 by idonthaveone

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If I were in your shoes and never tried Forex, I would invest time into your local bookstore and read the most up-to-date books on Forex, and trading. If you jump into it both feet first and don't know what you're doing, you'll probably lose the farm.
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### A lot of people have said what they do here

2005-12-04 13:08:55 by DaySurfer

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There's a guy trying to start a motorcycle repair business from home. People who transcribe things for a living. Others who import/export, or sell stuff on eBay.
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### FOREX

I am trading Forex, from the computer at my home. I am making several thousand a week, but I am only trading one lot. Several friends who have more money than I are trading more lots, and are making way more money than I.
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I studied for about six weeks, and during that time, I practiced on a demo account.
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### FOREX signals svc that works GREAT 4 me but..???

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Because humans have been adapting to the natural environment for millions of years, the artificial urban environment in which so many of us operate today is an unfamiliar habitat that threatens the well-being of our organism and our species. Thus ...

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There is also a page on the site to give students inspiration on the type of experiment they may want to submit. Google even put ... She won for her research into improving breast cancer diagnostics by leveraging artificial neural networks and cloud ...

NIPS 2011 Tutorial: Modern Bayesian Nonparametrics
 Pattern Recognition and Classification: An Introduction Book (Springer) Introduction to Bayesian Networks Book (Springer)

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