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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 157942  36.588%  (97.640% of non-spam corpus)
# Correctly spam:     105306  24.395%  (39.014% of spam corpus)
# False positives:      3818  0.884%  (2.360% of nonspam, 194905 weighted)
# False negatives:    164611  38.133%  (60.986% of spam, 562788 weighted)
# Average score for spam:  5.2    nonspam: 1.0
# Average for false-pos:   6.1  false-neg: 3.4
# TOTAL:              431677  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19889  97.52%
# Correctly spam:      13179  39.05%
# False positives:       505  2.48%
# False negatives:     20573  60.95%
# TCR(l=50): 0.736573  SpamRecall: 39.047%  SpamPrec: 96.310%

##### 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: 158256  97.83%
# Correctly spam:      86378  32.00%
# False positives:      3504  2.17%
# False negatives:    183539  68.00%
# TCR(l=50): 0.752405  SpamRecall: 32.002%  SpamPrec: 96.102%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19958  97.86%
# Correctly spam:      10849  32.14%
# False positives:       436  2.14%
# False negatives:     22903  67.86%
# TCR(l=50): 0.755028  SpamRecall: 32.143%  SpamPrec: 96.136%