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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 444002  62.012%  (99.259% of non-spam corpus)
# Correctly spam:     187985  26.255%  (69.966% of spam corpus)
# False positives:      3313  0.463%  (0.741% of nonspam,  62714 weighted)
# False negatives:     80696  11.270%  (30.034% of spam, 144134 weighted)
# Average score for spam:  6.9    nonspam: 0.6
# Average for false-pos:   6.3  false-neg: 1.8
# TOTAL:              715996  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  55392  99.31%
# Correctly spam:      22070  65.71%
# False positives:       385  0.69%
# False negatives:     11517  34.29%
# TCR(l=50): 1.091657  SpamRecall: 65.710%  SpamPrec: 98.285%

##### 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: 435489  97.36%
# Correctly spam:     127405  47.42%
# False positives:     11826  2.64%
# False negatives:    141276  52.58%
# TCR(l=50): 0.366762  SpamRecall: 47.419%  SpamPrec: 91.506%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  54338  97.42%
# Correctly spam:      15885  47.30%
# False positives:      1439  2.58%
# False negatives:     17702  52.70%
# TCR(l=50): 0.374637  SpamRecall: 47.295%  SpamPrec: 91.694%