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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 160883  26.789%  (99.502% of non-spam corpus)
# Correctly spam:     400140  66.629%  (91.176% of spam corpus)
# False positives:       805  0.134%  (0.498% of nonspam, 141031 weighted)
# False negatives:     38724  6.448%  (8.824% of spam, 114072 weighted)
# Average score for spam:  12.2    nonspam: -0.4
# Average for false-pos:   6.5  false-neg: 2.9
# TOTAL:              600552  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20284  99.51%
# Correctly spam:      49970  91.32%
# False positives:       100  0.49%
# False negatives:      4751  8.68%
# TCR(l=50): 5.611835  SpamRecall: 91.318%  SpamPrec: 99.800%

##### 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: 161198  99.70%
# Correctly spam:     207561  47.30%
# False positives:       490  0.30%
# False negatives:    231303  52.70%
# TCR(l=50): 1.715633  SpamRecall: 47.295%  SpamPrec: 99.764%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20322  99.70%
# Correctly spam:      25925  47.38%
# False positives:        62  0.30%
# False negatives:     28796  52.62%
# TCR(l=50): 1.715607  SpamRecall: 47.377%  SpamPrec: 99.761%