#%The data was generated with healthy participants simulating the
#%class activities of performed. Data was collected from 6
#%participants using a tri-axial accelerometer on the dominant wrist
#%whilst conducting 4 different activities. The four tasks, each of
#%different length, are: WALKING includes different paces and
#%gestures: walking slowing while gesturing, walking slowly, walking
#%normal and walking fast, each of 30 seconds long. RUNNING includes
#%running a 40 meters long corridor. SAWING with a saw and during 30
#%seconds. SEIZURE MIMICKING seated, with 5-6 sec before and 30 sec
#%after the mimicked seizure. The seizure was 30 sec long.
#%
#%Each participant performs each activity 10 times at least. The
#mimicked seizures were trained and controlled, following a protocol
#defined by an medical expert. All the activities were carried out
#indoors, either inside an office or in the corridor around it.
#
#The sampling frequency was 16 Hz. Some activities lasted about 30
#seconds, others are 1 minute long, others are about 2 minutes. Our
#standard practice for the archive is to truncate data to the length
#of the shortest series retained. We removed prefix and suffix flat
#series and truncated to the shortest series (20 measurements,
#approx 13 seconds), taking a random interval of activity for series
#longer than the minimum. A single case
#from the original (ID002 Running 16) was removed because the data
#was not collected correctly. After tidying the data we have a total
#of 275 cases. The train test split is divided into three
#participants for training, three for testing, with the IDs removed
#for consistency with the rest of the archive.
#
#Relevant Papers:
#[1] Villar JR, Vergara P, Menéndez M, de la Cal E, González VM, Sedano J.
#Generalized Models for the Classification of Abnormal Movements in Daily Life and its Applicability to Epilepsy Convulsion Recognition. Int
#J Neural Syst. 2016 Sep;26(6) 2016
@problemName Epilepsy
@timeStamps false
@missing false
@univariate false
@dimensions 3
@equalLength true
@seriesLength 206
@classLabel true EPILEPSY WALKING RUNNING SAWING
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