complex9Noisy: The complex9Noisy dataset A noisy version of the complex9...

complex9NoisyR Documentation

The complex9Noisy dataset A noisy version of the complex9 dataset. A set of 2D points corresponding to 9 shapes embedded in a noisy environment. A uniform noise was added to the dataset.

Description

Modified based on Salvador, S. and Chan, P., "Determining the Number of Clusters/Segments in Hierarchical clustering/Segmentation Algorithm”, ICTAI 2004,576-584." Downloaded from: https://www2.cs.uh.edu/~ml_kdd/restored/Complex&Diamond/complex&diamond.htm

Usage

data(complex9Noisy)

Format

A data frame with 3637 rows and 3 variables

Details

Dataset information: · Number of Instances: 3637 (vs 3031 in the original dataset) · Number of Attributes: 2 numeric (x,y coordinate) and the class · class: total 10 classes(from 0 to 9). Last one in added noise. · Missing Attribute Values: None · Format: x, y, (z) class-label

  • x: x coordinates

  • y: y coordinates

  • z: class-label


dputhier/scigenex documentation built on May 31, 2024, 8:59 a.m.