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PPTS statistics for prediction performance of the model in verification stage are given Table 5. It is clear that derived model (2) provides higher prediction performance (lower values of PPTS) for top 5% data in comparison to the performance for other lower limits.

Table 5

PPTS statistics of the derived model for different percentage of the top data in verification stage

PPTS (top l% data)Prediction performance of derived model (2)
PPTS(5) 44.98 
PPTS(10) 65.15 
PPTS(20) 68.92 
PPTS(30) 66.64 
PPTS(50) 59.41 
PPTS(80) 53.94 
PPTS(100) 54.53 
PPTS (top l% data)Prediction performance of derived model (2)
PPTS(5) 44.98 
PPTS(10) 65.15 
PPTS(20) 68.92 
PPTS(30) 66.64 
PPTS(50) 59.41 
PPTS(80) 53.94 
PPTS(100) 54.53 

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