The healthcare industry collects large amounts of heart disease data which unfortunately are not “mined” to discover hidden information for effective decision making. In this paper, study of PCA has ...

This Program is About Principal Componenet analysis of Wine dataset. I have used Jupyter console. Along with Clustering Visualization Accuracy using Classifiers Such as Logistic regression, KNN, ...

A data science project using ... challenges. Python library to handle Scanning Probe Microscopy Images. Can read nanoscan .xml data, Bruker AFM images, Nanonis SXM files as well as iontof images(ITA, ...

Introduction: Rising rice demand has intensified pressure on irrigation water resources in China. Improving rainfall water use is an important way to reduce the pressure on irrigation water and avoid ...

Abstract: In this paper, we present a state of the art on the principal components analysis (PCA) and the possibility of its use for horizontal and vertical fragmentation of data warehouses (DW), in ...