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Table 2 Accuracy (in %) comparison between K-fold and General validation for 15-min tick data

From: Indian stock market prediction using artificial neural networks on tick data

No.

Algorithms

K-fold validation

General validation

Train

Valid

Test

All

Train

Valid

Test

All

1

SCG

97.478

97.116

95.5

96.934

97.378

93.766

97.84

97.033

2

LM

98.762

95.461

94.853

97.304

97.971

94.62

90.94

96.209

3

BR

99.51

93.422

98.245

99.381

96.715

98.956