A simple virtual assistant powered by a multinomial Naive Bayes classifier
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Updated
Sep 1, 2022 - Java
A simple virtual assistant powered by a multinomial Naive Bayes classifier
Tweet Hate Speech Classifier using Apache Spark MLlib Naive Bayes and OpenNLP for text preprocessing
A Java program to learn from a CSV dataset and then use the knowledge to classify an unseen sample
The source code developed and used for the purposes of my thesis with the same title under the guidance of my supervisor professor Vasilis Mamalis for the Department of Informatics and Computer Engineering of the University of West Attica.
All experiments that I implemented while I'm taking the NLP course.
# SUSY_WEIGHTED_V1: from the SUSY.csv test file (https://archive.ics.uci.edu/ml/datasets/SUSY), create a valued SUSY.csv that, together with a program included in the project, allows obtain success rates higher than 78%. The main difference id that In the statistical process, each field is sampled differently according to its contribution to the…
HASTIE_NAIVEBAYES: from the Hastie_10_2.csv file obtained by the procedure described in https://scikit-learn.org/stable/modules/generated/sklearn.datasets.make_hastie_10_2.html, obtains a success rate in the training of 88% and 84% in the test. The main difference is that in the statistical process, each field is sampled differently according to…
Increasing the efficiency of Naïve Bayes model in NLP for Sentiment Analysis. B.Tech Final Year Project
online data stream classification by using MOA(Massive Online Analysis).
TextureClassification using Naive Bayes and GLCM for feature extraction
This contains the most commonly used machine learning and deep learning models written from scratch without the use if any libraries except Numpy which is used for calculations
A Naive Bayes Classifier for classifying documents by programming language.
Sharpen your problem solving and data organization skills using Java data structures and algorithms
Smart Laundry app is a system built to get information about clothes to be washed. The information collected is in the form of weight level, humidity level, and clothing price. The app runs on Android devices using the naïve bayes method in the admin app to classify clothes that should be processed immediately.
Implementation of some of the information retrieval methods
Java Implementation: Bag of Words with Naive Bayes
The app which can measure and calculate your risk of hypertension disease
Naive Bayes classifier with stemming and continuous learning for sentiment analysis
Language Identification using Näive Bayes
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