Discretely-sampled function is first smoothed. Features of the smoothed function are then extracted. Some of the key features include mean value, first and second derivatives, critical points (i.e. local maxima and minima), curvature of cunction at critical points, wiggliness of the function, noise in data, and outliers in data.
|Author:||Ravi Varadhan, Johns Hopkins University, and MKG Subramaniam, AT&T Reserach Labs.|
|Maintainer:||Ravi Varadhan <rvaradhan at jhmi.edu>|
|License:||GPL (≥ 2)|
|CRAN checks:||features results|
|MacOS X binary:||features_2011.8-2.tgz|
|Old sources:||features archive|