02 - Principal Component Analysis

This example corresponds to the analysis of PCA data from “Dua, D. and Graff, C. (2019). UCI Machine Learning Repository [http://archive.ics.uci.edu/ml]. Irvine, CA: University of California, School of Information and Computer Science.” related to the “Iris Data Set” (https://archive.ics.uci.edu/ml/datasets/Iris). Verification used comes from the same analyis done in https://plot.ly/ipython-notebooks/principal-component-analysis/

Analsyis

This project contains 1 Analysis.

  • PCAAnalysis: “PCAAnalysis”

Note that in this study new species and phases are added in the database

Plots

This project contains 3 Plots.

  • Plot 1: “Distribution Overview”

DistributionOverview.svg

  • Plot 2: “Principal components”

Principalcomponents.svg

  • Plot 3: “Projection Onto the New Feature Space”

ProjectionOntotheNewFeatureSpace.svg