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Table 7 The size of each dataset

From: Deep neural networks for wearable sensor-based activity recognition in Parkinson’s disease: investigating generalizability and model complexity

 

MHEALTH

PAMAP2

PD

Original

Augmented

Original

Augmented

 

Standing

317

2853

909

8181

3042

Sitting

301

2709

979

8811

2843

Lying

301

2709

956

8604

x

Walking

302

2718

1132

10,188

654

Climbing Stairs

311

2799

535

4815

x

Cycling

301

2709

784

7056

x

Running

299

2691

453

4077

x

Total

2132

19,188

5748

51,732

6539

  1. It includes the number of samples for each activity for original and augmented datasets. For PD, MH R indicates the PD data reoriented to MHEALTH, and P2 R indicates PD reoriented to PAMAP2
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