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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 908884  64.800%  (99.649% of non-spam corpus)
# Correctly spam:     336069  23.960%  (68.513% of spam corpus)
# False positives:      3201  0.228%  (0.351% of nonspam,  54929 weighted)
# False negatives:    154448  11.012%  (31.487% of spam, 341917 weighted)
# Average score for spam:  9.5    nonspam: 0.6
# Average for false-pos:   6.4  false-neg: 2.2
# TOTAL:              1402602  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 113370  99.62%
# Correctly spam:      42289  69.06%
# False positives:       437  0.38%
# False negatives:     18942  30.94%
# TCR(l=50): 1.501054  SpamRecall: 69.065%  SpamPrec: 98.977%

##### 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: 900722  98.75%
# Correctly spam:     265627  54.15%
# False positives:     11363  1.25%
# False negatives:    224890  45.85%
# TCR(l=50): 0.618527  SpamRecall: 54.152%  SpamPrec: 95.898%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 112325  98.70%
# Correctly spam:      33365  54.49%
# False positives:      1482  1.30%
# False negatives:     27866  45.51%
# TCR(l=50): 0.600504  SpamRecall: 54.490%  SpamPrec: 95.747%