PeakRange {offlineChange}

Peak Ranges Selection

Description

Select the narrow peak ranges.

Usage

PeakRange(score, tolerance = 1, point_max = 5)

Arguments

score

The score data to peak ranges.

tolerance

The tolerance level , the selected narrow ranges are with score at least S-tolerance

point_max

The largest candidate number of change points.

Details

For each column(window type), find the union of all the peak ranges whose associated scores are no less than S - tolerance, where S is highest score, then choose the largest window type with that the number of peak ranges meet the restriction.

Value

n_peak_range

The number of peak ranges.

peak_range

The location of peak ranges.

References

J. Ding, Y. Xiang, L. Shen, and V. Tarokh, Multiple Change Point Analysis: Fast Implementation and Strong Consistency. IEEE Transactions on Signal Processing, vol. 65, no. 17, pp. 4495-4510, 2017.