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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 178491  28.567%  (99.176% of non-spam corpus)
# Correctly spam:     353102  56.513%  (79.378% of spam corpus)
# False positives:      1483  0.237%  (0.824% of nonspam, 236542 weighted)
# False negatives:     91736  14.682%  (20.622% of spam, 232428 weighted)
# Average score for spam:  9.3    nonspam: -0.3
# Average for false-pos:   6.5  false-neg: 2.5
# TOTAL:              624812  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22414  99.22%
# Correctly spam:      43948  79.25%
# False positives:       177  0.78%
# False negatives:     11509  20.75%
# TCR(l=50): 2.723955  SpamRecall: 79.247%  SpamPrec: 99.599%

##### 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: 178902  99.40%
# Correctly spam:     144162  32.41%
# False positives:      1072  0.60%
# False negatives:    300676  67.59%
# TCR(l=50): 1.255626  SpamRecall: 32.408%  SpamPrec: 99.262%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22469  99.46%
# Correctly spam:      18055  32.56%
# False positives:       122  0.54%
# False negatives:     37402  67.44%
# TCR(l=50): 1.274815  SpamRecall: 32.557%  SpamPrec: 99.329%