Apply the anomaly detection algorithms that found as group in Rapidminer

Closed Posted Jul 7, 2015 Paid on delivery
Closed Paid on delivery

We want to apply a group of anomaly detection algorithms that found as group in rapid miner Extension .

The Anomaly Detection Extension for RapidMiner comprises the most well know unsupervised anomaly detection algorithms, assigning individual anomaly scores to data rows of example sets. It allows you to find data, which is significantly different from the normal, without the need for the data being labeled. Some of the algorithms are:

* Local Outlier Factor (LOF)

* k-NN Global Anomaly Score

* Connectivity-based Outlier Factor (COF)

* Local Correlation Integral (LOCI)

* Local Outlier Probability (LoOP)

* Cluster-based Local Outlier Factor (CBLOF)

Installation instructions:

In RapidMiner, go to Help-> Updates and Extensions (Marketplace) and search for "anomaly detection" and click on "Install"

The aiming is to detect the anomaly values in a specific data set and apply all of the previous prediction algorithms to determine which the best algorithm in the prediction process.

Desired Skills

Big Data, Data Mining, Data Analytics, Rapid Miner

Algorithm Analytics Big Data Sales Data Mining

Project ID: #8019255

About the project

4 proposals Remote project Active Aug 13, 2015

4 freelancers are bidding on average $555 for this job

ElanceCoder

Hi, I have done several projects using Rapid Miner. Here, I can apply anomaly detection algorithms on given data set. I have already installed RapidMiner anomaly detection extension. What I can provide you as pe More

$555 USD in 10 days
(12 Reviews)
4.9
satishiiith

Hi Presently working as research engineer in admobile netwok company. We are using anomoly detection techniques in fraud detection.

$555 USD in 10 days
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3.3
evolvean

I am interested in how Data Analysis and Big Data can be utilized to improve the decision making capabilities of a company. My interest has led me to take up a number of courses on Data Science, Big Data and machine le More

$666 USD in 10 days
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0.0
PrabhakarAlburt

Hi i am Prabhakar and I working as data Scientist in RainMan Analytic Company. I have experionce more than 3 Years. I have done Master in Statistics. I know SAS and R software for any kind of analytics tools like time More

$444 USD in 5 days
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