Exact(4)
All classifiers were induced using tenfold stratified cross-validation with parameter Filtertype of the SMO algorithm set to the value "Standardize training data", to normalize the numerical attributes so that their average is zero and the variance interval is unitary.
We discarded genes whose ratios were to be found in a 1.5 times variance interval around the mean over all conditions, hence nowhere exhibited significant expression levels.
CROP identified 43 clusters when clustering at ∼3% (by using variance interval [1, 2.25], if unspecified).
When clustering at ∼5% (by using variance interval [2.25, 6.25], if unspecified), CROP produced 42 clusters.
Similar(4)
Figure 5 a) SST root-mean-square variance (contour interval of 0.5°C with light shading < 0.25°C and dark shading > 0.5°C).
To obtain the hyper-parameters of the priori distribution, the bootstrap method [32], an important estimate method through statistical variance for interval estimation, is applied in this paper.
Bootstrap is a statistical technique that allows approximating statistics (e.g. average, variance, confidence interval) of data from the data itself.
The variance-contour interval is 0.025.
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