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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 177052  15.278%  (98.926% of non-spam corpus)
# Correctly spam:     643534  55.532%  (65.674% of spam corpus)
# False positives:      1922  0.166%  (1.074% of nonspam, 617025 weighted)
# False negatives:    336352  29.024%  (34.326% of spam, 1022122 weighted)
# Average score for spam:  6.9    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 3.0
# TOTAL:              1158860  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22225  98.85%
# Correctly spam:      80684  65.98%
# False positives:       258  1.15%
# False negatives:     41608  34.02%
# TCR(l=50): 2.243561  SpamRecall: 65.977%  SpamPrec: 99.681%

##### 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: 178693  99.84%
# Correctly spam:      64418  6.57%
# False positives:       281  0.16%
# False negatives:    915468  93.43%
# TCR(l=50): 1.054187  SpamRecall: 6.574%  SpamPrec: 99.566%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22442  99.82%
# Correctly spam:       8076  6.60%
# False positives:        41  0.18%
# False negatives:    114216  93.40%
# TCR(l=50): 1.051829  SpamRecall: 6.604%  SpamPrec: 99.495%
