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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 262516  24.889%  (95.504% of non-spam corpus)
# Correctly spam:     656466  62.240%  (84.177% of spam corpus)
# False positives:     12357  1.172%  (4.496% of nonspam, 1035623 weighted)
# False negatives:    123394  11.699%  (15.823% of spam, 374535 weighted)
# Average score for spam:  10.4    nonspam: 1.4
# Average for false-pos:   5.9  false-neg: 3.0
# TOTAL:              1054733  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32752  95.29%
# Correctly spam:      82072  84.44%
# False positives:      1620  4.71%
# False negatives:     15123  15.56%
# TCR(l=50): 1.011152  SpamRecall: 84.441%  SpamPrec: 98.064%

##### 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: 262160  95.37%
# Correctly spam:     526712  67.54%
# False positives:     12713  4.63%
# False negatives:    253148  32.46%
# TCR(l=50): 0.877432  SpamRecall: 67.539%  SpamPrec: 97.643%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32791  95.40%
# Correctly spam:      65606  67.50%
# False positives:      1581  4.60%
# False negatives:     31589  32.50%
# TCR(l=50): 0.878488  SpamRecall: 67.499%  SpamPrec: 97.647%