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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 270250  32.265%  (99.449% of non-spam corpus)
# Correctly spam:     425534  50.805%  (75.204% of spam corpus)
# False positives:      1498  0.179%  (0.551% of nonspam,  93561 weighted)
# False negatives:    140302  16.751%  (24.796% of spam, 287120 weighted)
# Average score for spam:  11.2    nonspam: 0.6
# Average for false-pos:   6.0  false-neg: 2.0
# TOTAL:              837584  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33788  99.45%
# Correctly spam:      53036  75.07%
# False positives:       186  0.55%
# False negatives:     17610  24.93%
# TCR(l=50): 2.625269  SpamRecall: 75.073%  SpamPrec: 99.651%

##### 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: 261786  96.33%
# Correctly spam:     263346  46.54%
# False positives:      9962  3.67%
# False negatives:    302490  53.46%
# TCR(l=50): 0.706774  SpamRecall: 46.541%  SpamPrec: 96.355%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32745  96.38%
# Correctly spam:      32912  46.59%
# False positives:      1229  3.62%
# False negatives:     37734  53.41%
# TCR(l=50): 0.712272  SpamRecall: 46.587%  SpamPrec: 96.400%