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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 134083  11.679%  (99.687% of non-spam corpus)
# Correctly spam:     785656  68.432%  (77.513% of spam corpus)
# False positives:       421  0.037%  (0.313% of nonspam, 193233 weighted)
# False negatives:    227925  19.853%  (22.487% of spam, 380715 weighted)
# Average score for spam:  19.1    nonspam: -0.9
# Average for false-pos:   6.1  false-neg: 1.7
# TOTAL:              1148085  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16803  99.74%
# Correctly spam:      97991  77.46%
# False positives:        43  0.26%
# False negatives:     28517  22.54%
# TCR(l=50): 4.125216  SpamRecall: 77.458%  SpamPrec: 99.956%

##### 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: 134023  99.64%
# Correctly spam:     767615  75.73%
# False positives:       481  0.36%
# False negatives:    245966  24.27%
# TCR(l=50): 3.753781  SpamRecall: 75.733%  SpamPrec: 99.937%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16779  99.60%
# Correctly spam:      95797  75.72%
# False positives:        67  0.40%
# False negatives:     30711  24.28%
# TCR(l=50): 3.714160  SpamRecall: 75.724%  SpamPrec: 99.930%