Sonar {LFM} | R Documentation |
Sonar
Description
This dataset contains sonar signals bounced off a metal cylinder (mines) and a roughly cylindrical rock. The task is to classify whether the signal is from a mine or a rock based on the sonar signal patterns.
Usage
data(Sonar)
Format
A data frame with 208 rows and 61 columns representing different features of sonar signals.
-
Attribute1
: Continuous feature representing energy within a frequency band. -
Attribute2
: Continuous feature representing energy within a frequency band. -
Attribute3
: Continuous feature representing energy within a frequency band. -
...
: Additional continuous features (up to Attribute60). -
Class
: Categorical target variable ('M' for mine, 'R' for rock).
Examples
# Load the dataset
data(Sonar)
# Print the first few rows of the dataset
print(head(Sonar))
[Package LFM version 0.3.1 Index]