read_saveDSC: Save and Read DSC Objects

In mhahsler/stream: Infrastructure for Data Stream Mining

Save and Read DSC Objects

Description

Save and Read DSC objects safely (serializes the underlying data structure). This also works for streamMOA DSC objects.

Usage

saveDSC(object, file, ...)

readDSC(file)

Arguments

object	a DSC object.
file	filename.
...	further arguments.

Author(s)

Michael Hahsler

See Also

saveRDS and readRDS.

Other DSC: DSC(), DSC_Macro(), DSC_Micro(), DSC_R(), DSC_SlidingWindow(), DSC_Static(), DSC_TwoStage(), animate_cluster(), evaluate.DSC, get_assignment(), plot.DSC(), predict(), prune_clusters(), recluster()

Examples

stream <- DSD_Gaussians(k = 3, noise = 0.05)

# create clusterer with r = 0.05
dbstream1 <- DSC_DBSTREAM(r = .05)
update(dbstream1, stream, 1000)
dbstream1

saveDSC(dbstream1, file="dbstream.Rds")

dbstream2 <- readDSC("dbstream.Rds")
dbstream2

## cleanup
unlink("dbstream.Rds")

mhahsler/stream documentation built on April 24, 2024, 10:10 p.m.