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Table 2 The dataset properties that are significant when explaining the cost of comprehensibility using a number of standard dataset properties as independent variables in a regression model where the cost is the dependent variable

From: The non-linear nature of the cost of comprehensibility

Variable

MSE

P-value

Coef

EqNumAttr

0.508

\(4.57\cdot e^{-10}\)

\(-\) 0.72e

NsRatio

0.508

\(4.57\cdot e^{-10}\)

\(-\) 0.72e

N3

0.148

0.00191

\(-\) 0.23e

F1v

0.139

0.00267

0.15

L1

0.089

0.0170

0.12