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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 164613  40.978%  (99.290% of non-spam corpus)
# Correctly spam:     194438  48.402%  (82.416% of spam corpus)
# False positives:      1177  0.293%  (0.710% of nonspam, 106732 weighted)
# False negatives:     41486  10.327%  (17.584% of spam, 142919 weighted)
# Average score for spam:  9.2    nonspam: -0.6
# Average for false-pos:   6.4  false-neg: 3.4
# TOTAL:              401714  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20759  99.42%
# Correctly spam:      24272  82.20%
# False positives:       121  0.58%
# False negatives:      5255  17.80%
# TCR(l=50): 2.611853  SpamRecall: 82.203%  SpamPrec: 99.504%

##### 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: 165168  99.62%
# Correctly spam:      85881  36.40%
# False positives:       622  0.38%
# False negatives:    150043  63.60%
# TCR(l=50): 1.302419  SpamRecall: 36.402%  SpamPrec: 99.281%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20807  99.65%
# Correctly spam:      10826  36.66%
# False positives:        73  0.35%
# False negatives:     18701  63.34%
# TCR(l=50): 1.321059  SpamRecall: 36.665%  SpamPrec: 99.330%