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Java Text Classification using Naive Bayes

$10-30 USD

Cancelled
Posted over 5 years ago

$10-30 USD

Paid on delivery
I require a Java command line program that can perform text classification (binary) using Naive Bayes (maybe include TF-IDF if possible). This is very similar to a Spam Filter (i.e. Ham or Spam). Here are several examples [login to view URL] [login to view URL] The program should use Java 8 and use a open source machine library like Apache MLLib, Apache Mahout, DeepLearning4J, [login to view URL], JATECS, or some other (do not use WEKA). If you know of another library that you want to use, let me know. The program should have the following functionality: - Reads in a CSV file (the first column will be the binary outcome, and the second column will be the Text) - Process Data File (like stemming, remove stop words, etc.) - Train on 70% of data; Test on 30% of the data - Output Result should be a Confusion Matrix and an Accuracy Calculation. If a sentence is provided then should print out the predicted binary outcome. The java program should take the following parameters: Java -jar [login to view URL] [login to view URL] “sentence” Note: “sentence” parameter is optional and should print the predicted binary outcome. I have provided 3 sample data files here: [login to view URL] I would prefer someone that has done text classification before. If you can suggest other techniques let me know. Deliverables include the following: - Source code with documentation - Jar file
Project ID: 17375130

About the project

4 proposals
Remote project
Active 6 yrs ago

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$20 USD in 1 day
5.0 (3 reviews)
2.6
2.6
4 freelancers are bidding on average $43 USD for this job
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Sir, I have gone through your project description and am looking to provide my service for Naive base classification work. For more than 7 years I’ve worked in this field. Education: Masters in Machine Learning.
$100 USD in 3 days
4.8 (91 reviews)
6.2
6.2
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Hi, I would love to do text classification using native Bayes ,i am a professional java developer also having a team of java developers ,so please come to private chat i have to ask some thing about your project. Let's connect
$30 USD in 3 days
5.0 (5 reviews)
4.1
4.1

About the client

Flag of CANADA
Calgary, Canada
4.9
77
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Member since Mar 19, 2004

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