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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 390389  25.148%  (98.543% of non-spam corpus)
# Correctly spam:     1046718  67.428%  (90.532% of spam corpus)
# False positives:      5771  0.372%  (1.457% of nonspam, 1178776 weighted)
# False negatives:    109463  7.051%  (9.468% of spam, 243256 weighted)
# Average score for spam:  15.2    nonspam: -2.0
# Average for false-pos:   7.0  false-neg: 2.2
# TOTAL:              1552341  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48704  98.55%
# Correctly spam:     130740  90.58%
# False positives:       717  1.45%
# False negatives:     13592  9.42%
# TCR(l=50): 2.919218  SpamRecall: 90.583%  SpamPrec: 99.455%

##### 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: 391064  98.71%
# Correctly spam:     821909  71.09%
# False positives:      5096  1.29%
# False negatives:    334272  28.91%
# TCR(l=50): 1.962716  SpamRecall: 71.088%  SpamPrec: 99.384%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48730  98.60%
# Correctly spam:     102802  71.23%
# False positives:       691  1.40%
# False negatives:     41530  28.77%
# TCR(l=50): 1.897108  SpamRecall: 71.226%  SpamPrec: 99.332%