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Chandani Shrestha's Projects

booleanquery icon booleanquery

reads a boolean Query and lists are the documents id satisfying the boolean query

cezerin icon cezerin

Cezerin is React and Node.js based eCommerce platform.

inverted-file icon inverted-file

Reads a collection of files from Cransfield collection and create and inverted file of the collection. The inverted file is stored in an external file(basically a big hash table) suitable for use by querying programs to be developed later.

javamachine icon javamachine

predict health related outcome from health datasets using machine learning algorithm and Java

machine-learning icon machine-learning

Machine learning application to predict missing attribute value and categorize entity in the data set. It uses Linear Regression, Logistic Regression and Backpropagation machine learning algorithm. The interface of the application follows Human Computer Interaction guidelines to make it easy to use web application. When tested on breast cancer data available in UCI machine learning repository the application gives accuracy of 98.64%.

termcount icon termcount

Reads the document from Cranfield collection and will generate a file with id of the document of cranfeild collection, the number of unique terms in the document and its term frequency in each document

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