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We chose to use the median to account for (1) variation in y values at each x-axis bin and (2) skewed y value distributions.
Y 0 is the Y value when X is zero (the starting point before any training).
The software calculated the x and y value of the centroid.
The mean y value from the second interval would be (2/3 y3+y4+2/3 y5)/(2+1/3).
A line is then drawn through the point represented by the 25th percentile x value and the associated average y value, and the point represented by 75th percentile x value and its associated average y value.
A similar procedure is performed around the 75th percentile x value and its associated average y value.
The Y value can be modified to prevent over-clustering.
The partition (1,2) has an x value of 1.0 and a y value of 0.9.
Likewise the partition (4,5) has an x value of -0.3 and a y value of 0.6.
Thus, cells that have doubled in number have a y value of 100.
Each model receives a Q(Y) value that describes its statistical significance for separating groups.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com