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Advances, Systems and Applications

Table 2 CI for stock ANN predictive model summary

From: Tunable consistency guarantees of selective data consistency model

Training

Sum of Squares Error

9.748

Percent Incorrect Predictions

37.2 %

Training Time

0:00:00.11

Testing

Sum of Squares Error

1.953a

Percent Incorrect Predictions

8.3 %

Classification

Sample

Observed

Predicted

0

1

Percent Correct

Training

0

11

9

55.0 %

1

7

16

69.6 %

Overall Percent

41.9 %

58.1 %

62.8 %

Testing

0

4

0

100.0 %

1

1

7

87.5 %

Overall Percent

41.7 %

58.3 %

91.7 %