Integrating Weka Into Web Application: Predicting Student’s Performance
Journal Title: International Journal of engineering Research and Applications - Year 2017, Vol 7, Issue 12
Abstract
In today‟s world, there are many stand alone data mining tools that can be used by the academicians to carry out data mining tasks. Any Educational Institute can show the curiosity to know the future performance of recently joined students. To address this, We have analyzed the data set containing information about students, and results in first year of the previous batch of students. By applying the ID3 (Iterative Dichotomiser 3), C4.5, Naive Bayes, Multilayer Perceptron and K-Nearest Neighbour classification algorithms on this data, we have predicted the general and individual performance of freshly admitted students in future examinations and made the entire implementation dynamic to train the prediction parameters itself when new training sets are fed into the web application.
Authors and Affiliations
D. Fatima, Dr. Sameen Fatima, Dr. A. V. Krishna Prasad
Optimization of Convective Heat Transfer Model of Cold Storage with Cylindrical Pin Finned Evaporator Using Taguchi Analysis
This work contains of design of experiments to optimize the various control factors of a cold storage evaporator space inside the cold room, in other words the heat absorption by evaporator will be maximize to minimize t...
Review on the Need of a More Efficient Three-Phase ACPlasma Combustion/GasificationSystem for All Solid Waste Including Hazardous and Biomass
Population growth, rising standard of living, urbanization, diversification of consumption materials cause increasing of waste materials and energy consumption. In the world, thousands of wastes occur every day, and most...
A Studyof Integrated Cryptocurrencymodel for Initial Coin Offerings: Based OnModern Portfolio Theory
A blockchain is the decentralized database involving a cryptographically secured and crypto-economically incentivized class of distributed ledger. Cryptocurrencies are pure digital assets and use distributed hashing capa...
Modal and Probabilistic Analysis of Wind Turbine Blade under Air-Flow
Wind power is one of the most important sources of renewable energy. Wind -turbines extract kinetic energy from the wind and convert it into mechanical energy. Therefore wind turbine power production depends on the inter...
Control Systems
Control systems are necessary to prevent problems from arising, foresee on how to address them and provide solutions to manage risks and unnecessary costs. This paper investigates what control systems and fuzzy logic con...