sin1reg: sin1 regression dataset

In rminer: Data Mining Classification and Regression Methods

Description

Simple synthetic dataset with 1000 points, where y=0.7*sin(pi*x1/2000)+0.3*sin(pi*x2/2000)

Usage

data(sin1reg)

Format

The format is: chr "sin1reg"

Details

Simple synthetic dataset with 1000 points, where y=0.7*sin(pi*x1/2000)+0.3*sin(pi*x2/2000)

Source

See references

References

• To cite the Importance function, sensitivity analysis methods or synthetic datasets, please use:
  P. Cortez and M.J. Embrechts.
  Using Sensitivity Analysis and Visualization Techniques to Open Black Box Data Mining Models.
  In Information Sciences, Elsevier, 225:1-17, March 2013.
  http://dx.doi.org/10.1016/j.ins.2012.10.039
  

Examples

data(sin1reg)
print(summary(sin1reg))

Example output

       x1               x2              x3               y         
 Min.   : 60.19   Min.   :111.5   Min.   : 66.67   Min.   :0.2713  
 1st Qu.:413.06   1st Qu.:417.0   1st Qu.:411.51   1st Qu.:0.6285  
 Median :497.28   Median :504.4   Median :495.15   Median :0.7004  
 Mean   :501.29   Mean   :503.5   Mean   :497.95   Mean   :0.6958  
 3rd Qu.:580.95   3rd Qu.:590.1   3rd Qu.:582.09   3rd Qu.:0.7657  
 Max.   :928.24   Max.   :869.7   Max.   :896.69   Max.   :0.9264  

rminer documentation built on Aug. 28, 2020, 5:08 p.m.