Normality of the dataset Sample Clauses

Normality of the dataset. The graph shows the frequency distribution of the median foci count data points for the HDL dataset according to their value. For multiple assay features, the distribution of the data was skewed. B. Log2 normalized data. The boxplot displays the data for 5 assay features (including the one shown in panel A) in the HDL dataset after log2-normalization. Despite the presence of outliers, the data are now normally distributed and can be used for dimensionality reduction. C. Correlation between the HDL and LDL datasets. Each dot in the scatterplot represents the median assay score for the sum foci count feature in the HDL (x axis) and LDL (y axis) channels. The regression line for a linear model is shown in blue. The black lines are at x = -2 for HDL and at the intersection of the regression line with x
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