Over sampling for time series classification.
OSTSC implements oversampling for univariate, multimodal, time series classification. It has been tested in the Windows & Linux system.
library(devtools)
install_github("lweicdsor/OSTSC")
library(OSTSC)
data(Dataset_Synthetic_Control)
train.label <- Dataset_Synthetic_Control$train.y
train.sample <- Dataset_Synthetic_Control$train.x
dim(train.sample)
dim(train.label)
table(train.label)
MyData <- OSTSC(train.sample, train.label)
x <- MyData$sample
y <- MyData$label
table(y)
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