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Comparison among learning technique and mapping method for building significantly dissimilar models by 10-fold cross validation.

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Figshare2015-12-02 更新2026-05-11 收录
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Diagonal cells from upper left to lower right contain the mean correlations R (upper) and MSE (lower) from the 10-fold cross validation predictions within the learning technique and mapping method, equivalent to the 10-fold cross validation R and MSE columns in table 2.Cells above and to the right of the diagonal are the t-test probabilities of the 10-fold cross validations R rejecting the H0: xa = xb, where xa is mean R of combined technique and method a and xb is the mean R of combined technique and method b.Cells below and to the left of the diagonal are the t-test probabilities of the 10-fold cross validations MSE rejecting the H0: xa = xb, where xa is mean MSE of combined technique and method a and xb is the mean MSE of combined technique and method b.The cells off the upper left to lower right diagonal are unlabeled where P��0.05.The cells off the diagonal are labeled with a * where P1.0E-03).The cells off the diagonal are labeled with a ** where PLearning technique (TEC) and mapping method (MET) labels are consistent with Table 2.
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2015-12-02
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