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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 826288  37.566%  (99.320% of non-spam corpus)
# Correctly spam:     1279273  58.161%  (93.542% of spam corpus)
# False positives:      5658  0.257%  (0.680% of nonspam, 779903 weighted)
# False negatives:     88323  4.016%  (6.458% of spam, 191815 weighted)
# Average score for spam:  16.0    nonspam: -2.5
# Average for false-pos:   8.4  false-neg: 2.2
# TOTAL:              2199542  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 102958  99.28%
# Correctly spam:     159801  93.51%
# False positives:       747  0.72%
# False negatives:     11098  6.49%
# TCR(l=50): 3.527473  SpamRecall: 93.506%  SpamPrec: 99.535%

##### 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: 828022  99.53%
# Correctly spam:     1048081  76.64%
# False positives:      3924  0.47%
# False negatives:    319515  23.36%
# TCR(l=50): 2.651845  SpamRecall: 76.637%  SpamPrec: 99.627%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 103228  99.54%
# Correctly spam:     131146  76.74%
# False positives:       477  0.46%
# False negatives:     39753  23.26%
# TCR(l=50): 2.686964  SpamRecall: 76.739%  SpamPrec: 99.638%