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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 201254  32.219%  (97.246% of non-spam corpus)
# Correctly spam:     359629  57.574%  (86.100% of spam corpus)
# False positives:      5699  0.912%  (2.754% of nonspam, 1567535 weighted)
# False negatives:     58060  9.295%  (13.900% of spam, 133241 weighted)
# Average score for spam:  10.8    nonspam: -0.1
# Average for false-pos:   13.6  false-neg: 2.3
# TOTAL:              624642  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25166  97.14%
# Correctly spam:      45081  86.62%
# False positives:       741  2.86%
# False negatives:      6964  13.38%
# TCR(l=50): 1.182465  SpamRecall: 86.619%  SpamPrec: 98.383%

##### 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: 202791  97.99%
# Correctly spam:     152069  36.41%
# False positives:      4162  2.01%
# False negatives:    265620  63.59%
# TCR(l=50): 0.881721  SpamRecall: 36.407%  SpamPrec: 97.336%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25353  97.86%
# Correctly spam:      19138  36.77%
# False positives:       554  2.14%
# False negatives:     32907  63.23%
# TCR(l=50): 0.858729  SpamRecall: 36.772%  SpamPrec: 97.187%
