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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 145695  29.872%  (95.299% of non-spam corpus)
# Correctly spam:     168674  34.583%  (50.373% of spam corpus)
# False positives:      7187  1.474%  (4.701% of nonspam, 1636441 weighted)
# False negatives:    166178  34.071%  (49.627% of spam, 525496 weighted)
# Average score for spam:  5.7    nonspam: 0.6
# Average for false-pos:   10.4  false-neg: 3.2
# TOTAL:              487734  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18309  95.21%
# Correctly spam:      20925  50.15%
# False positives:       921  4.79%
# False negatives:     20796  49.85%
# TCR(l=50): 0.624136  SpamRecall: 50.155%  SpamPrec: 95.784%

##### 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: 150024  98.13%
# Correctly spam:      24507  7.32%
# False positives:      2858  1.87%
# False negatives:    310345  92.68%
# TCR(l=50): 0.738788  SpamRecall: 7.319%  SpamPrec: 89.556%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18855  98.05%
# Correctly spam:       3088  7.40%
# False positives:       375  1.95%
# False negatives:     38633  92.60%
# TCR(l=50): 0.727062  SpamRecall: 7.402%  SpamPrec: 89.171%