Insuring Smiles: Predicting routine dental coverage using Spark ML

no code implementations • 13 Oct 2023 • Aishwarya Gupta, Rahul S. Bhogale, Priyanka Thota, Prathushkumar Dathuri, Jongwook Woo

Finding suitable health insurance coverage can be challenging for individuals and small enterprises in the USA.

Using Spark Machine Learning Models to Perform Predictive Analysis on Flight Ticket Pricing Data

no code implementations • 11 Oct 2023 • Philip Wong, Phue Thant, Pratiksha Yadav, Ruta Antaliya, Jongwook Woo

This paper discusses predictive performance and processes undertaken on flight pricing data utilizing r2(r-square) and RMSE that leverages a large dataset, originally from Expedia. com, consisting of approximately 20 million records or 4. 68 gigabytes.

Feature Importance

Amazon Books Rating prediction & Recommendation Model

no code implementations • 4 Oct 2023 • Hsiu-Ping Lin, Suman Chauhan, Yougender Chauhan, Nagender Chauhan, Jongwook Woo

This paper uses the dataset of Amazon to predict the books ratings listed on Amazon website.

Binary Classification Classification

Scalable Predictive Time-Series Analysis of COVID-19: Cases and Fatalities

no code implementations • 22 Apr 2021 • Shradha Shinde, Jay Joshi, Sowmya Mareedu, Yeon Pyo Kim, Jongwook Woo

In this paper, we have forecasted the number of deaths and the confirmed cases in Los Angeles and New York of the United States using the traditional and Big Data platforms based on the Times Series: ARIMA and ETS.

regression Time Series +1