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Table 11 Test parameters and results

From: A graphical heuristic for reduction and partitioning of large datasets for scalable supervised training

Fraction of # data points

# features

\(n_c\)

Training time (seconds)

Prediction accuracy (%)

Tensorflow

GSH (/speed-up)

Tensorflow

GSH

0.2

10,621

96

2603.82

1201.11 /2.2

98.54

98.45

0.5

15,613

240

11,851.98

1664.38 /7.1

99.13

99.13