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Table 2 Error rates for different number of nodes

From: Meta-MapReduce for scalable data mining

Data

Number of computing nodes

 

1

5

10

15

20

yeast

0.3071

0.3150

0.3520

0.3565

0.3497

wineRed

0.2351

0.2270

0.2313

0.2332

0.2457

wineWhite

0.2276

0.2274

0.2213

0.2274

0.2274

pendigits

0.0737

0.0693

0.0644

0.0648

0.0625

spambase

0.0680

0.0575

0.0554

0.0575

0.0547

musk

0.0180

0.0270

0.0265

0.0359

0.0380

telescope

0.1608

0.1565

0.1534

0.1507

0.1487

kdd

0.0342

0.0360

0.0300

0.0279

0.0290

isolet

0.1530

0.1367

0.1394

0.1450

0.1535

org

0.1578

0.1457

0.1432

0.1636

0.1690

census

0.0496

0.0492

0.0491

0.0490

0.0482

  1. Lower error rates than those obtained with one node are marked in bold