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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 163488  56.285%  (99.318% of non-spam corpus)
# Correctly spam:      82866  28.529%  (65.843% of spam corpus)
# False positives:      1122  0.386%  (0.682% of nonspam,  53798 weighted)
# False negatives:     42988  14.800%  (34.157% of spam, 106712 weighted)
# Average score for spam:  7.6    nonspam: -0.2
# Average for false-pos:   6.3  false-neg: 2.5
# TOTAL:              290464  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20586  99.31%
# Correctly spam:      10340  65.47%
# False positives:       142  0.69%
# False negatives:      5453  34.53%
# TCR(l=50): 1.258106  SpamRecall: 65.472%  SpamPrec: 98.645%

##### 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: 163911  99.58%
# Correctly spam:      32637  25.93%
# False positives:       699  0.42%
# False negatives:     93217  74.07%
# TCR(l=50): 0.981953  SpamRecall: 25.932%  SpamPrec: 97.903%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20625  99.50%
# Correctly spam:       4071  25.78%
# False positives:       103  0.50%
# False negatives:     11722  74.22%
# TCR(l=50): 0.936048  SpamRecall: 25.777%  SpamPrec: 97.532%