Advances in Decision Sciences / 2009 / Article / Tab 9

Research Article

Modified Neural Network Algorithms for Predicting Trading Signals of Stock Market Indices

Table 9

Average (over six windows) classification and misclassification rates of the best prediction results corresponding to NN DLS (trained with input set GFFGA-sq; refer Table 4).

Actual classAverage classification (misclassification) rates
Predicted class
BuyHoldSell

Buy22.10%(77.90%)(0.00%)
Hold(4.97%)89.20%(5.83%)
Sell(0.00%)(83.06%)16.94%

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