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Employ new piecewise article-delta confidence function.

tags/v0.2
Ben Kurtovic 10 jaren geleden
bovenliggende
commit
5e72e74759
1 gewijzigde bestanden met toevoegingen van 14 en 3 verwijderingen
  1. +14
    -3
      earwigbot/wiki/copyvios/__init__.py

+ 14
- 3
earwigbot/wiki/copyvios/__init__.py Bestand weergeven

@@ -22,6 +22,7 @@

from collections import namedtuple
from gzip import GzipFile
from math import log
from Queue import Empty, Queue
from socket import timeout
from StringIO import StringIO
@@ -66,13 +67,23 @@ class _CopyvioWorkspace(object):
"""Return the confidence of a violation as a float between 0 and 1."""
def conf_with_article_and_delta(article, delta):
"""Calculate confidence using the article and delta chain sizes."""
return delta / article
# This piecewise function, C_AΔ(Δ), was defined such that
# confidence exhibits exponential growth until it reaches the
# default "suspect" confidence threshold, at which point it
# transitions to polynomial growth with lim (A/Δ)→1 C_AΔ(A,Δ) = 1.
# A graph can be viewed here:
# http://benkurtovic.com/static/article-delta_confidence_function.pdf
ratio = delta / article
if ratio <= 0.52763:
return log(1 / (1 - ratio))
else:
return (-0.8939 * (ratio ** 2)) + (1.8948 * ratio) - 0.0009

def conf_with_delta(delta):
"""Calculate confidence using just the delta chain size."""
# This piecewise function, CΔ(Δ), was derived from experimental
# This piecewise function, C_Δ(Δ), was derived from experimental
# data using reference points at (0, 0), (100, 0.5), (250, 0.75),
# (500, 0.9), and (1000, 0.95) with lim Δ→+∞ CΔ(Δ) = 1.
# (500, 0.9), and (1000, 0.95) with lim Δ→+∞ C_Δ(Δ) = 1.
# A graph can be viewed here:
# http://benkurtovic.com/static/delta_confidence_function.pdf
if delta <= 100:


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