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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 158054  22.371%  (99.263% of non-spam corpus)
# Correctly spam:     401638  56.847%  (73.385% of spam corpus)
# False positives:      1174  0.166%  (0.737% of nonspam, 251676 weighted)
# False negatives:    145662  20.617%  (26.615% of spam, 289957 weighted)
# Average score for spam:  16.6    nonspam: -0.4
# Average for false-pos:   6.2  false-neg: 2.0
# TOTAL:              706528  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19918  99.33%
# Correctly spam:      50014  73.17%
# False positives:       134  0.67%
# False negatives:     18339  26.83%
# TCR(l=50): 2.729861  SpamRecall: 73.170%  SpamPrec: 99.733%

##### 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: 158721  99.68%
# Correctly spam:     171069  31.26%
# False positives:       507  0.32%
# False negatives:    376231  68.74%
# TCR(l=50): 1.362863  SpamRecall: 31.257%  SpamPrec: 99.705%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19989  99.69%
# Correctly spam:      21269  31.12%
# False positives:        63  0.31%
# False negatives:     47084  68.88%
# TCR(l=50): 1.360692  SpamRecall: 31.116%  SpamPrec: 99.705%