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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150372  39.355%  (97.806% of non-spam corpus)
# Correctly spam:     129060  33.778%  (56.520% of spam corpus)
# False positives:      3373  0.883%  (2.194% of nonspam, 148836 weighted)
# False negatives:     99282  25.984%  (43.480% of spam, 331831 weighted)
# Average score for spam:  7.0    nonspam: 0.8
# Average for false-pos:   5.9  false-neg: 3.3
# TOTAL:              382087  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18889  97.67%
# Correctly spam:      16156  56.49%
# False positives:       450  2.33%
# False negatives:     12446  43.51%
# TCR(l=50): 0.818463  SpamRecall: 56.486%  SpamPrec: 97.290%

##### 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: 149835  97.46%
# Correctly spam:      73601  32.23%
# False positives:      3910  2.54%
# False negatives:    154741  67.77%
# TCR(l=50): 0.651957  SpamRecall: 32.233%  SpamPrec: 94.956%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18871  97.58%
# Correctly spam:       9065  31.69%
# False positives:       468  2.42%
# False negatives:     19537  68.31%
# TCR(l=50): 0.666139  SpamRecall: 31.694%  SpamPrec: 95.091%