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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 558653  50.280%  (99.640% of non-spam corpus)
# Correctly spam:     423422  38.109%  (76.928% of spam corpus)
# False positives:      2021  0.182%  (0.360% of nonspam,  58153 weighted)
# False negatives:    126989  11.429%  (23.072% of spam, 280324 weighted)
# Average score for spam:  12.8    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 2.2
# TOTAL:              1111085  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  69771  99.63%
# Correctly spam:      53251  77.42%
# False positives:       256  0.37%
# False negatives:     15531  22.58%
# TCR(l=50): 2.427800  SpamRecall: 77.420%  SpamPrec: 99.522%

##### 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: 548508  97.83%
# Correctly spam:     232220  42.19%
# False positives:     12166  2.17%
# False negatives:    318191  57.81%
# TCR(l=50): 0.594081  SpamRecall: 42.190%  SpamPrec: 95.022%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  68513  97.84%
# Correctly spam:      28734  41.78%
# False positives:      1514  2.16%
# False negatives:     40048  58.22%
# TCR(l=50): 0.594239  SpamRecall: 41.775%  SpamPrec: 94.995%