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Java Text Classification using Naive Bayes

$10-30 USD

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Objavljeno pred več kot 5 leti

$10-30 USD

Plačilo ob dostavi
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
ID projekta: 17375130

Več o projektu

4 ponudb
Projekt na daljavo
Aktivno pred 6 leti

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Avatar uporabnika
$20 USD v 1 dnevu
5,0 (3 ocen)
2,6
2,6
4 freelancerjev je oddalo ponudbo s povprečno vrednostjo $43 USD za to delo
Avatar uporabnika
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 v 3 dneh
4,8 (91 ocen)
6,2
6,2
Avatar uporabnika
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 v 3 dneh
5,0 (5 ocen)
4,1
4,1

O stranki

Zastava CANADA
Calgary, Canada
4,9
77
Plačilna metoda je verificirana
Član(ica) od mar. 19, 2004

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