On the classification of tremor signals into dyskinesia, Parkinsonian tremor, and Essential tremor by using machine learning techniques

•Parkinson's disease (PD) is a neurological disorder that leads to motor symptoms.•Some of them are the Parkinsonian tremor (PT) and dyskinesia (DS).•Essential Tremor (ET) is a monosymptomatic disorder, usually confused with PT.•Five machine learning algorithms were used for distinguishing the three disorders.•Decision Tree and Random Forest performed best in the data set used.