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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150487  30.456%  (97.915% of non-spam corpus)
# Correctly spam:      85092  17.221%  (24.996% of spam corpus)
# False positives:      3204  0.648%  (2.085% of nonspam, 212162 weighted)
# False negatives:    255337  51.675%  (75.004% of spam, 551991 weighted)
# Average score for spam:  4.6    nonspam: 0.8
# Average for false-pos:   6.0  false-neg: 2.2
# TOTAL:              494120  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18853  97.52%
# Correctly spam:      10689  25.21%
# False positives:       479  2.48%
# False negatives:     31715  74.79%
# TCR(l=50): 0.761771  SpamRecall: 25.208%  SpamPrec: 95.711%

##### 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: 150042  97.63%
# Correctly spam:      60719  17.84%
# False positives:      3649  2.37%
# False negatives:    279710  82.16%
# TCR(l=50): 0.736604  SpamRecall: 17.836%  SpamPrec: 94.331%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18872  97.62%
# Correctly spam:       7638  18.01%
# False positives:       460  2.38%
# False negatives:     34766  81.99%
# TCR(l=50): 0.734065  SpamRecall: 18.012%  SpamPrec: 94.320%