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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 146375  32.224%  (95.930% of non-spam corpus)
# Correctly spam:     226087  49.773%  (74.950% of spam corpus)
# False positives:      6210  1.367%  (4.070% of nonspam, 383324 weighted)
# False negatives:     75564  16.635%  (25.050% of spam, 209360 weighted)
# Average score for spam:  21.4    nonspam: 0.7
# Average for false-pos:   6.2  false-neg: 2.8
# TOTAL:              454236  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18423  96.04%
# Correctly spam:      28452  75.58%
# False positives:       759  3.96%
# False negatives:      9193  24.42%
# TCR(l=50): 0.798528  SpamRecall: 75.580%  SpamPrec: 97.402%

##### 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: 147216  96.48%
# Correctly spam:     147349  48.85%
# False positives:      5369  3.52%
# False negatives:    154302  51.15%
# TCR(l=50): 0.713541  SpamRecall: 48.848%  SpamPrec: 96.484%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18543  96.67%
# Correctly spam:      18420  48.93%
# False positives:       639  3.33%
# False negatives:     19225  51.07%
# TCR(l=50): 0.735613  SpamRecall: 48.931%  SpamPrec: 96.647%