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Simple Java or C++ Classifier (Naive Bayes) Program

Hi, I need some programming done in either Java or C++. The program is a simple classifier, with real-world application.

2 versions of Naïve bayes classifier

- discretize continuous attributes by creating a number of equally sized bins and counting the number of samples (on a per-class basis) that fall into each bin. With these values, you can estimate conditional probabilities. the number of bins used a run-time parameter.

- assume a Gaussian distribution represents the class-conditional probability for continuous attributes. You can then calculate sample means and variances (again on a per-class basis) using the class-conditional probability equation

Bagging / ensemble classifier

bagging algorithm provided to construct 60 datasets from training sets (provided). Data points selected using a random uniform probability with replacement. Each constructed dataset will be used to train on classifier for the final ensemble of 60 classifiers.

Also create decision trees to classify data.

Note, code should not use any pre-built libraries.

Skills: C++ Programming, Java

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About the Employer:
( 1 review ) hilo, United States

Project ID: #2580020

4 freelancers are bidding on average $140 for this job

dobreiiita

Hello, I am expert and dedicated in JAVA Based Development.I am very much interested for your project. I can complete your project quickly and efficiently in time. Details will be discussed in the message.

$100 USD in 1 day
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6.5
samitXI

Please check your inbox. Thanks

$100 USD in 1 day
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DequanChen

Hi, I had implemented my own Bayes classifier with java 6 years ago. I am also a java expert with 10 year experience, and have rich experience in algorithm. Looking forward to your feedback. Thank you.

$200 USD in 7 days
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EuroPenguin

Hello, powerwire. I have more than 13 years of experience in algorithms, more than 6 years of experience in C++ programming. I have a master degree in applied mathematics. I am familier with data mining and machine lea More

$160 USD in 5 days
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