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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 254408  28.196%  (99.681% of non-spam corpus)
# Correctly spam:     567705  62.918%  (87.735% of spam corpus)
# False positives:       815  0.090%  (0.319% of nonspam, 140181 weighted)
# False negatives:     79366  8.796%  (12.265% of spam, 189248 weighted)
# Average score for spam:  18.4    nonspam: -0.5
# Average for false-pos:   6.8  false-neg: 2.4
# TOTAL:              902294  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31788  99.68%
# Correctly spam:      70909  87.85%
# False positives:       103  0.32%
# False negatives:      9809  12.15%
# TCR(l=50): 5.395949  SpamRecall: 87.848%  SpamPrec: 99.855%

##### 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: 252851  99.07%
# Correctly spam:     348489  53.86%
# False positives:      2372  0.93%
# False negatives:    298582  46.14%
# TCR(l=50): 1.551052  SpamRecall: 53.856%  SpamPrec: 99.324%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31573  99.00%
# Correctly spam:      43596  54.01%
# False positives:       318  1.00%
# False negatives:     37122  45.99%
# TCR(l=50): 1.522349  SpamRecall: 54.010%  SpamPrec: 99.276%