7.16 Score Decays

You may find that your scores have a tendency to grow without bounds, especially if you’re using adaptive scoring. If scores get too big, they lose all meaning—they simply max out and it’s difficult to use them in any sensible way.

Gnus provides a mechanism for decaying scores to help with this problem. When score files are loaded and gnus-decay-scores is non-nil, Gnus will run the score files through the decaying mechanism thereby lowering the scores of all non-permanent score rules. If gnus-decay-scores is a regexp, only score files matching this regexp are treated. E.g., you may set it to ‘\\.ADAPT\\'’ if only adaptive score files should be decayed. The decay itself if performed by the gnus-decay-score-function function, which is gnus-decay-score by default. Here’s the definition of that function:

(defun gnus-decay-score (score)
  "Decay SCORE according to `gnus-score-decay-constant'
and `gnus-score-decay-scale'."
  (let ((n (- score
              (* (if (< score 0) -1 1)
                 (min (abs score)
                      (max gnus-score-decay-constant
                           (* (abs score)
                              gnus-score-decay-scale)))))))
    (if (and (featurep 'xemacs)
             ;; XEmacs's floor can handle only the floating point
             ;; number below the half of the maximum integer.
             (> (abs n) (lsh -1 -2)))
        (string-to-number
         (car (split-string (number-to-string n) "\\.")))
      (floor n))))

gnus-score-decay-constant is 3 by default and gnus-score-decay-scale is 0.05. This should cause the following:

1. Scores between -3 and 3 will be set to 0 when this function is called.
2. Scores with magnitudes between 3 and 60 will be shrunk by 3.
3. Scores with magnitudes greater than 60 will be shrunk by 5% of the score.

If you don’t like this decay function, write your own. It is called with the score to be decayed as its only parameter, and it should return the new score, which should be an integer.

Gnus will try to decay scores once a day. If you haven’t run Gnus for four days, Gnus will decay the scores four times, for instance.