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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