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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 184401  52.059%  (99.587% of non-spam corpus)
# Correctly spam:     134497  37.970%  (79.560% of spam corpus)
# False positives:       764  0.216%  (0.413% of nonspam,  41707 weighted)
# False negatives:     34554  9.755%  (20.440% of spam,  76861 weighted)
# Average score for spam:  10.1    nonspam: -0.1
# Average for false-pos:   6.0  false-neg: 2.2
# TOTAL:              354216  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23136  99.57%
# Correctly spam:      17004  79.86%
# False positives:       100  0.43%
# False negatives:      4287  20.14%
# TCR(l=50): 2.292559  SpamRecall: 79.865%  SpamPrec: 99.415%

##### 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: 184761  99.78%
# Correctly spam:      98722  58.40%
# False positives:       404  0.22%
# False negatives:     70329  41.60%
# TCR(l=50): 1.867368  SpamRecall: 58.398%  SpamPrec: 99.592%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23180  99.76%
# Correctly spam:      12457  58.51%
# False positives:        56  0.24%
# False negatives:      8834  41.49%
# TCR(l=50): 1.830067  SpamRecall: 58.508%  SpamPrec: 99.552%