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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 195541  16.269%  (99.224% of non-spam corpus)
# Correctly spam:     749049  62.320%  (74.542% of spam corpus)
# False positives:      1529  0.127%  (0.776% of nonspam, 531434 weighted)
# False negatives:    255816  21.284%  (25.458% of spam, 327403 weighted)
# Average score for spam:  10.3    nonspam: -0.2
# Average for false-pos:   6.8  false-neg: 1.3
# TOTAL:              1201935  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24438  99.20%
# Correctly spam:      93556  74.58%
# False positives:       196  0.80%
# False negatives:     31895  25.42%
# TCR(l=50): 3.008778  SpamRecall: 74.576%  SpamPrec: 99.791%

##### 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: 195828  99.37%
# Correctly spam:     503619  50.12%
# False positives:      1242  0.63%
# False negatives:    501246  49.88%
# TCR(l=50): 1.783744  SpamRecall: 50.118%  SpamPrec: 99.754%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24492  99.42%
# Correctly spam:      62823  50.08%
# False positives:       142  0.58%
# False negatives:     62628  49.92%
# TCR(l=50): 1.799148  SpamRecall: 50.078%  SpamPrec: 99.774%