##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 148062  30.959%  (96.039% of non-spam corpus)
# Correctly spam:     232423  48.599%  (71.718% of spam corpus)
# False positives:      6106  1.277%  (3.961% of nonspam, 399991 weighted)
# False negatives:     91655  19.165%  (28.282% of spam, 232480 weighted)
# Average score for spam:  18.2    nonspam: 0.7
# Average for false-pos:   6.2  false-neg: 2.5
# TOTAL:              478246  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18584  95.84%
# Correctly spam:      29175  72.27%
# False positives:       807  4.16%
# False negatives:     11195  27.73%
# TCR(l=50): 0.783199  SpamRecall: 72.269%  SpamPrec: 97.308%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 148834  96.54%
# Correctly spam:     151079  46.62%
# False positives:      5334  3.46%
# False negatives:    172999  53.38%
# TCR(l=50): 0.737045  SpamRecall: 46.618%  SpamPrec: 96.590%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18708  96.48%
# Correctly spam:      18823  46.63%
# False positives:       683  3.52%
# False negatives:     21547  53.37%
# TCR(l=50): 0.724815  SpamRecall: 46.626%  SpamPrec: 96.499%