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mlbench (version 2.1-7)

Servo: Servo Data

Description

This data set is from a simulation of a servo system involving a servo amplifier, a motor, a lead screw/nut, and a sliding carriage of some sort. It may have been on of the translational axes of a robot on the 9th floor of the AI lab. In any case, the output value is almost certainly a rise time, or the time required for the system to respond to a step change in a position set point. The variables that describe the data set and their values are the following:

[,1]MotorA,B,C,D,E
[,2]ScrewA,B,C,D,E
[,3]Pgain3,4,5,6
[,4]Vgain1,2,3,4,5
[,5]Class0.13 to 7.10

Usage

data("Servo", package = "mlbench")

Arguments

Format

A data frame with 167 observations on 5 variables, 4 nominal and 1 as the target class.

References

Quinlan:1992, Quinlan:1993, Blake+Merz:1998

Examples

Run this code
data("Servo", package = "mlbench")
summary(Servo)

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