Bob Dylan famously asked, “How many roads must a man walk down, before you can call him a man?”. The power of the question is ...

Please note that classification priorities can change quickly, and the expected dates of completion are only indicative at the time of publication. There is high demand for classification assessments, ...

This project implements Naive Bayes Classifiers for two data types: Multinomial Naive Bayes Classifier and Gaussian Naive Bayes Classifier. Developed as part of the Probability Theory and Statistics ...

Article Views are the COUNTER-compliant sum of full text article downloads since November 2008 (both PDF and HTML) across all institutions and individuals. These metrics are regularly updated to ...

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical ...

We evaluated our proposed approaches on two acoustic adaptation tasks: 1) device adaptation for acoustic scene classification, and 2) noise adaptation for spoken command recognition. Experimental ...

While effective in managing complex data characteristics, traditional ML algorithms cannot quantify uncertainty in classification. This study uses Bayesian networks integrated with a classification ...