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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 148935  12.092%  (99.369% of non-spam corpus)
# Correctly spam:     1013943  82.322%  (93.728% of spam corpus)
# False positives:       946  0.077%  (0.631% of nonspam, 467267 weighted)
# False negatives:     67855  5.509%  (6.272% of spam, 187920 weighted)
# Average score for spam:  11.7    nonspam: -0.3
# Average for false-pos:   6.8  false-neg: 2.8
# TOTAL:              1231679  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18709  99.45%
# Correctly spam:     126484  93.73%
# False positives:       104  0.55%
# False negatives:      8461  6.27%
# TCR(l=50): 9.878120  SpamRecall: 93.730%  SpamPrec: 99.918%

##### 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: 149330  99.63%
# Correctly spam:     696634  64.40%
# False positives:       551  0.37%
# False negatives:    385164  35.60%
# TCR(l=50): 2.621181  SpamRecall: 64.396%  SpamPrec: 99.921%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18742  99.62%
# Correctly spam:      86864  64.37%
# False positives:        71  0.38%
# False negatives:     48081  35.63%
# TCR(l=50): 2.613643  SpamRecall: 64.370%  SpamPrec: 99.918%