Skip to main content

Advertisement

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