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Table 11 The predicting accuracy of SVMMD and SVMFN models in different sliding windows

From: A hybrid model for stock price prediction based on multi-view heterogeneous data

Model

Statistics

T = 1

T = 2

T = 3

T = 4

T = 5

SVMMD

Average

0.5077

0.5238

0.5184

0.5096

0.5164

 

Median

0.5000

0.5185

0.5168

0.5103

0.5185

SVMFN

Average

0.6170

0.6189

0.6118

0.6144

0.6338

 

Median

0.6180

0.6164

0.6164

0.6027

0.6301