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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 167763  52.878%  (97.491% of non-spam corpus)
# Correctly spam:      88676  27.950%  (61.078% of spam corpus)
# False positives:      4318  1.361%  (2.509% of nonspam, 109175 weighted)
# False negatives:     56508  17.811%  (38.922% of spam, 115141 weighted)
# Average score for spam:  8.5    nonspam: 0.9
# Average for false-pos:   6.0  false-neg: 2.0
# TOTAL:              317265  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21118  97.48%
# Correctly spam:      11079  60.87%
# False positives:       547  2.52%
# False negatives:      7122  39.13%
# TCR(l=50): 0.527994  SpamRecall: 60.870%  SpamPrec: 95.295%

##### 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: 168461  97.90%
# Correctly spam:      48606  33.48%
# False positives:      3620  2.10%
# False negatives:     96578  66.52%
# TCR(l=50): 0.523039  SpamRecall: 33.479%  SpamPrec: 93.069%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21225  97.97%
# Correctly spam:       6072  33.36%
# False positives:       440  2.03%
# False negatives:     12129  66.64%
# TCR(l=50): 0.533300  SpamRecall: 33.361%  SpamPrec: 93.243%