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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 156837  15.174%  (93.835% of non-spam corpus)
# Correctly spam:     582524  56.360%  (67.232% of spam corpus)
# False positives:     10304  0.997%  (6.165% of nonspam, 1406447 weighted)
# False negatives:    283919  27.469%  (32.768% of spam, 453542 weighted)
# Average score for spam:  6.2    nonspam: 0.8
# Average for false-pos:   5.3  false-neg: 1.6
# TOTAL:              1033584  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19714  93.67%
# Correctly spam:      72597  67.14%
# False positives:      1333  6.33%
# False negatives:     35534  32.86%
# TCR(l=50): 1.058199  SpamRecall: 67.138%  SpamPrec: 98.197%

##### 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: 164979  98.71%
# Correctly spam:     253776  29.29%
# False positives:      2162  1.29%
# False negatives:    612667  70.71%
# TCR(l=50): 1.202112  SpamRecall: 29.289%  SpamPrec: 99.155%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20761  98.64%
# Correctly spam:      31209  28.86%
# False positives:       286  1.36%
# False negatives:     76922  71.14%
# TCR(l=50): 1.185361  SpamRecall: 28.862%  SpamPrec: 99.092%