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Prior to classification, detailed statistical analysis viz., test of significance, density estimation have been performed for identifying discriminating power of the features in between malignant and benign classes.
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We used two-way ANOVA to assess the statistical significance of density differences.
We also compute a threshold level for evaluating the significance of density regions using the following background model: Compute an average number of features for window w as n w = nw / L. Calculate the kernel density at a fixed point, x c, within the window given a random and uniform distribution of the n w features.
Langbein (1947) recognized the significance of drainage density as a factor determining the time of travel by water and suggested that drainage density values between 0.55 and 2.09 km/km2 corresponding to humid regions.
Advocates say women have a right to know, but medical groups argue that the significance of tissue density is uncertain and that reporting it may panic women and lead to an avalanche of needless screening tests and biopsies.
According to Langbein (1947), the significance of drainage density is a factor which determines the time of travel by water within the basin and suggested that it varies between 0.55 and 2.09 km/km2 for humid region.
To ascertain the physical significance of the density of impurities, we evaluate the transport coefficient Dphd that appeared in Equation 7. We estimate the product of density of impurities and square of relative ionic mass difference, n i R2 = 4.91 × 10−3, from the value of coefficient Dphd.
We also estimated the significance of the density * ecotype interaction effect.
Furthermore the study underlines the prognostic significance of microvessel density in operable NSCLC.
Therefore, the aim of the present study was to determine the prognostic significance of MC density in patients with CRLM.
These results should be interpreted with caution as the significance of microvessel density remains unclear in HNSCC.
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CEO of Professional Science Editing for Scientists @ prosciediting.com