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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 472121  40.779%  (99.651% of non-spam corpus)
# Correctly spam:     627704  54.217%  (91.772% of spam corpus)
# False positives:      1655  0.143%  (0.349% of nonspam, 204003 weighted)
# False negatives:     56275  4.861%  (8.228% of spam, 111146 weighted)
# Average score for spam:  16.1    nonspam: -2.0
# Average for false-pos:   8.5  false-neg: 2.0
# TOTAL:              1157755  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  58912  99.65%
# Correctly spam:      78081  91.51%
# False positives:       206  0.35%
# False negatives:      7243  8.49%
# TCR(l=50): 4.863706  SpamRecall: 91.511%  SpamPrec: 99.737%

##### 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: 471732  99.57%
# Correctly spam:     526449  76.97%
# False positives:      2044  0.43%
# False negatives:    157530  23.03%
# TCR(l=50): 2.633423  SpamRecall: 76.969%  SpamPrec: 99.613%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  58854  99.55%
# Correctly spam:      65402  76.65%
# False positives:       264  0.45%
# False negatives:     19922  23.35%
# TCR(l=50): 2.576052  SpamRecall: 76.651%  SpamPrec: 99.598%