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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 128928  15.085%  (99.619% of non-spam corpus)
# Correctly spam:     426802  49.939%  (58.851% of spam corpus)
# False positives:       493  0.058%  (0.381% of nonspam, 175941 weighted)
# False negatives:    298428  34.918%  (41.149% of spam, 853758 weighted)
# Average score for spam:  6.4    nonspam: -0.2
# Average for false-pos:   6.4  false-neg: 2.9
# TOTAL:              854651  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16186  99.59%
# Correctly spam:      53373  59.04%
# False positives:        66  0.41%
# False negatives:     37036  40.96%
# TCR(l=50): 2.241397  SpamRecall: 59.035%  SpamPrec: 99.876%

##### 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: 129187  99.82%
# Correctly spam:     419583  57.86%
# False positives:       234  0.18%
# False negatives:    305647  42.14%
# TCR(l=50): 2.285290  SpamRecall: 57.855%  SpamPrec: 99.944%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16228  99.85%
# Correctly spam:      52575  58.15%
# False positives:        24  0.15%
# False negatives:     37834  41.85%
# TCR(l=50): 2.316160  SpamRecall: 58.152%  SpamPrec: 99.954%