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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 215654  46.987%  (96.069% of non-spam corpus)
# Correctly spam:      66082  14.398%  (28.182% of spam corpus)
# False positives:      8824  1.923%  (3.931% of nonspam, 272719 weighted)
# False negatives:    168403  36.692%  (71.818% of spam, 422921 weighted)
# Average score for spam:  4.1    nonspam: 1.4
# Average for false-pos:   5.9  false-neg: 2.5
# TOTAL:              458963  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26970  96.00%
# Correctly spam:       8214  27.98%
# False positives:      1125  4.00%
# False negatives:     21138  72.02%
# TCR(l=50): 0.379284  SpamRecall: 27.984%  SpamPrec: 87.954%

##### 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: 215832  96.15%
# Correctly spam:      54986  23.45%
# False positives:      8646  3.85%
# False negatives:    179499  76.55%
# TCR(l=50): 0.383271  SpamRecall: 23.450%  SpamPrec: 86.412%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27023  96.18%
# Correctly spam:       6841  23.31%
# False positives:      1072  3.82%
# False negatives:     22511  76.69%
# TCR(l=50): 0.385647  SpamRecall: 23.307%  SpamPrec: 86.453%