sonar_mines: Example Dataset: sonar_mines

In PLStests: Model Checking for High-Dimensional GLMs via Random Projections

Example Dataset: sonar_mines

Description

we evaluate the proposed tests through an analysis of a classification task aimed at distinguishing between sonar signals bounced off a metal cylinder and those bounced off a roughly cylindrical rock. The dataset is available at https://archive.ics.uci.edu/dataset/151/connectionist+bench+sonar+mines+vs+rocks.

Usage

sonar_mines

Format

A data frame with 208 rows and 61 variables:

V1,V2,V3,V4,V5,V6,V7,V8,V9,V10,V11,V12,V13,V14,V15,V16,V17,V18,V19,V20,V21,V22,V23, V24,V25,V26,V27,V28,V29,V30,V31,V32,V33,V34,V35,V36,V37,V38,V39,V40,V41,V42,V43,V44,V45, V46,V47,V48,V49,V50,V51,V52,V53,V54,V55,V56,V57,V58,V59,V60

Numeric sonar signal attributes (frequencies).

y

Class label, a factor with levels 'Mine' and 'Rock'.

Source

from https://archive.ics.uci.edu/dataset/151/connectionist+bench+sonar+mines+vs+rocks

PLStests documentation built on April 3, 2025, 9:34 p.m.