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Table 5 Comparison between accuracies of five best trees

From: Selecting a representative decision tree from an ensemble of decision-tree models for fast big data classification

Algorithm name UCI dataset name Five best SySM train 80% Five most accurate trees train 80% Five best SySM train 90%
CART Poker Hand 0.529 0.536 0.519
CART SUSY 0.782 0.786 0.786
CART RLCP 0.997 0.998 0.998
CART KDD Cup 0.998 0.997 0.999
CART Household Elec. 0.998 0.997 0.999
CART HIGGS 0.998 0.997 0.999
J48 Poker Hand 0.557 0.589 0.531
J48 SUSY 0.693 0.737 0.783
J48 RLCP 0.999 0.999 0.999
J48 KDD Cup 1.000 1.000 0.998
J48 Household Elec. 0.557 0.556 0.555
J48 HIGGS 0.652 0.649 0.648
  1. In italics the most accurate per line