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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 325425  66.675%  (94.382% of non-spam corpus)
# Correctly spam:      57505  11.782%  (40.135% of spam corpus)
# False positives:     19371  3.969%  (5.618% of nonspam, 238049 weighted)
# False negatives:     85775  17.574%  (59.865% of spam, 187082 weighted)
# Average score for spam:  4.8    nonspam: 1.7
# Average for false-pos:   5.9  false-neg: 2.2
# TOTAL:              488076  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40346  93.88%
# Correctly spam:       7214  40.14%
# False positives:      2631  6.12%
# False negatives:     10759  59.86%
# TCR(l=50): 0.126296  SpamRecall: 40.138%  SpamPrec: 73.276%

##### 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: 326397  94.66%
# Correctly spam:      46882  32.72%
# False positives:     18399  5.34%
# False negatives:     96398  67.28%
# TCR(l=50): 0.140975  SpamRecall: 32.721%  SpamPrec: 71.816%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40629  94.54%
# Correctly spam:       5906  32.86%
# False positives:      2348  5.46%
# False negatives:     12067  67.14%
# TCR(l=50): 0.138823  SpamRecall: 32.860%  SpamPrec: 71.553%