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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 267717  37.412%  (99.547% of non-spam corpus)
# Correctly spam:     254111  35.510%  (56.891% of spam corpus)
# False positives:      1217  0.170%  (0.453% of nonspam, 128166 weighted)
# False negatives:    192549  26.908%  (43.109% of spam, 376206 weighted)
# Average score for spam:  7.9    nonspam: -0.1
# Average for false-pos:   6.3  false-neg: 2.0
# TOTAL:              715594  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33474  99.55%
# Correctly spam:      31853  57.19%
# False positives:       150  0.45%
# False negatives:     23845  42.81%
# TCR(l=50): 1.776934  SpamRecall: 57.189%  SpamPrec: 99.531%

##### 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: 267518  99.47%
# Correctly spam:     147929  33.12%
# False positives:      1416  0.53%
# False negatives:    298731  66.88%
# TCR(l=50): 1.208721  SpamRecall: 33.119%  SpamPrec: 99.052%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33450  99.48%
# Correctly spam:      18406  33.05%
# False positives:       174  0.52%
# False negatives:     37292  66.95%
# TCR(l=50): 1.211037  SpamRecall: 33.046%  SpamPrec: 99.064%