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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 120581  42.090%  (99.446% of non-spam corpus)
# Correctly spam:     125289  43.733%  (75.826% of spam corpus)
# False positives:       672  0.235%  (0.554% of nonspam,  55674 weighted)
# False negatives:     39943  13.942%  (24.174% of spam,  82738 weighted)
# Average score for spam:  10.8    nonspam: -0.3
# Average for false-pos:   6.1  false-neg: 2.1
# TOTAL:              286485  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15162  99.51%
# Correctly spam:      15766  75.80%
# False positives:        75  0.49%
# False negatives:      5033  24.20%
# TCR(l=50): 2.368097  SpamRecall: 75.802%  SpamPrec: 99.527%

##### 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: 121075  99.85%
# Correctly spam:      54256  32.84%
# False positives:       178  0.15%
# False negatives:    110976  67.16%
# TCR(l=50): 1.378358  SpamRecall: 32.836%  SpamPrec: 99.673%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15216  99.86%
# Correctly spam:       6797  32.68%
# False positives:        21  0.14%
# False negatives:     14002  67.32%
# TCR(l=50): 1.381810  SpamRecall: 32.679%  SpamPrec: 99.692%