diff --git "a/classification/UCR/Trace/Trace_TRAIN.ts" "b/classification/UCR/Trace/Trace_TRAIN.ts" new file mode 100644--- /dev/null +++ "b/classification/UCR/Trace/Trace_TRAIN.ts" @@ -0,0 +1,131 @@ +#This 4-class dataset is a subset of the Transient Classification +#Benchmark (trace project), an initiative at the turn of the century +#to collate data from the application domain of the process industry +#(e.g. nuclear, chemical, etc.). It is a synthetic dataset designed +#to simulate instrumentation failures in a nuclear power plant, +#created by Davide Roverso. The full dataset consists of 16 classes, +#50 instances in each class. Each instance has 4 features. +# +#The TRACE subset only uses the second feature of class 2 and the +#third feature of class 3 and 7. Hence, this dataset contains 200 +#instances, 50 for each class. All instances are linearly +#interpolated to have the same length of 275 data points, and are +#z-normalized. +# +# +# +#Classification Error Rates (%): +# +#Euclidean: 11.00% +# +#DTW with 10% warping window size: 0.00% +# +#DTW with the best (3.375%) uniform warping window size: 0.00% +@problemName Trace +@timeStamps false +@missing false +@univariate true +@equalLength true +@seriesLength 275 +@classLabel true 1 2 3 4 +@data 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