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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 327060  49.356%  (99.151% of non-spam corpus)
# Correctly spam:     100398  15.151%  (30.168% of spam corpus)
# False positives:      2801  0.423%  (0.849% of nonspam,  84000 weighted)
# False negatives:    232400  35.071%  (69.832% of spam, 642210 weighted)
# Average score for spam:  5.2    nonspam: 1.2
# Average for false-pos:   5.9  false-neg: 2.8
# TOTAL:              662659  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40810  99.25%
# Correctly spam:      12566  30.31%
# False positives:       308  0.75%
# False negatives:     28896  69.69%
# TCR(l=50): 0.936021  SpamRecall: 30.307%  SpamPrec: 97.608%

##### 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: 327412  99.26%
# Correctly spam:      76916  23.11%
# False positives:      2449  0.74%
# False negatives:    255882  76.89%
# TCR(l=50): 0.879645  SpamRecall: 23.112%  SpamPrec: 96.914%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40828  99.29%
# Correctly spam:       9741  23.49%
# False positives:       290  0.71%
# False negatives:     31721  76.51%
# TCR(l=50): 0.897038  SpamRecall: 23.494%  SpamPrec: 97.109%