任何一个细节都可以解决R中数据流的问题。以下代码包含与stream,streamMOA,ff,devtools一起安装的软件包。我正在显示零微集群和零宏集群。任何人都可以指导我吗?
k <- read.table("three hours from 11am 16_08_2016_data.txt",col.names=c("H", "T"))
myffdf <- as.ffdf(k)
myffdf <- myffdf[c("H","T")]
mydatastream <- DSD_FFDFstream(x = myffdf, k = 100, loop=TRUE)
mydatastream
FF Data Stream
Class: DSD_FFDFstream, DSD_R, DSD
With 100 clusters in 2 dimensions Contains 5400 data points - currently at position 1 - loop is TRUE
#### Cluster (first part) > myclusteringmodel <- DSC_CluStream(k = 10)
myclusteringmodel
CluStream + k-Means (weighted)
Class: DSC_TwoStage, DSC_Macro, DSC Number of micro-clusters: 0 Number of macro-clusters: 0
kmeans <- DSC_Kmeans(3) > recluster(kmeans, myclusteringmodel)
myclusteringmodel
CluStream + k-Means (weighted)
Class: DSC_TwoStage, DSC_Macro, DSC Number of micro-clusters: 0 Number of macro-clusters: 0