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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 801374  48.928%  (98.731% of non-spam corpus)
# Correctly spam:     732963  44.751%  (88.715% of spam corpus)
# False positives:     10297  0.629%  (1.269% of nonspam, 800752 weighted)
# False negatives:     93240  5.693%  (11.285% of spam, 198303 weighted)
# Average score for spam:  16.7    nonspam: -2.5
# Average for false-pos:   7.6  false-neg: 2.1
# TOTAL:              1637874  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  99850  98.70%
# Correctly spam:      91345  88.69%
# False positives:      1316  1.30%
# False negatives:     11648  11.31%
# TCR(l=50): 1.329834  SpamRecall: 88.690%  SpamPrec: 98.580%

##### 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: 804373  99.10%
# Correctly spam:     532396  64.44%
# False positives:      7298  0.90%
# False negatives:    293807  35.56%
# TCR(l=50): 1.254280  SpamRecall: 64.439%  SpamPrec: 98.648%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 100232  99.08%
# Correctly spam:      66053  64.13%
# False positives:       934  0.92%
# False negatives:     36940  35.87%
# TCR(l=50): 1.231385  SpamRecall: 64.133%  SpamPrec: 98.606%
