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poc_plot

sdt_metrics.plotting.poc_plot(*args, **kwds)

Probability of Occurence Curves (POC)

args:
1 argument:
sdt_metrics.SDT object
2 arguments:
pHI pFA
4 arguments:
hit count miss count correction rejection count false alarm count
kwds:

xmax: sets maximum x-limit

fname: outputname

dpi: resolution of plot

Producing plot from probabilities

>>> from sdt_metrics.plotting import poc_plot
>>> poc_plot(.67, .43, fname='poc_example01.png')
poc_example01.png

Producing plot from frequencies

>>> from sdt_metrics.plotting import poc_plot
>>> poc_plot(134, 23, 345, 67, fname='poc_example01.png')
poc_example02.png

Producing plot from SDT Object

>>> from sdt_metrics import HI,MI,CR,FA, SDT
>>> from random import choice
>>> sdt_obj = SDT([choice([HI,MI,CR,FA]) for i in xrange(1000)])
>>> print(sdt_obj)
SDT(HI=251, MI=245, CR=264, FA=240)
>>> poc_plot(sdt_obj, fname='poc_example03.png')
poc_example03.png