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Table 2 Quantitative information on the datasets used for the scalability analysis and for the single-target (ST) and multi-target (MT) regression tasks

From: DENCAST: distributed density-based clustering for multi-target regression

 

#instances (ST)

#features (ST)

#instances (MT)

#features (MT)

Scalability

 PVNREL-Full

20,000,000

11

–

–

Regression

 PVItaly

254,486

16

13,455

214

 PVNREL

331,968

16

17,520

214

 LightSource

331,968

14

2550

212

 WindNREL

48,545

14

2650

221

 Bike sharing

17,379

15

731

199

 Burlington

16,464

11

686

218