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Table 3 Error rates comparison between AdaBoost.PL and MMR

From: Meta-MapReduce for scalable data mining

Data

10 nodes

20 nodes

 

AdaBoost.PL

MMR

AdaBoost.PL

MMR

yeast

0.3464

0.3520

0.3375

0.3497

wineRed

0.2464

0.2313

0.2564

0.2457

wineWhite

0.2313

0.2213

0.2309

0.2274

pendigits

0.0699

0.0644

0.0642

0.0625

spambase

0.0576

0.0554

0.0617

0.0547

musk

0.0565

0.0265

0.0612

0.0380

telescope

0.1599

0.1534

0.1595

0.1487

isolet

0.1601

0.1394

0.1661

0.1535

  1. Lower error rates are marked in bold