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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 174957  15.666%  (99.406% of non-spam corpus)
# Correctly spam:     643720  57.640%  (68.423% of spam corpus)
# False positives:      1046  0.094%  (0.594% of nonspam, 351619 weighted)
# False negatives:    297080  26.601%  (31.577% of spam, 1133456 weighted)
# Average score for spam:  8.9    nonspam: -0.7
# Average for false-pos:   6.3  false-neg: 3.8
# TOTAL:              1116803  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21989  99.38%
# Correctly spam:      80364  68.42%
# False positives:       138  0.62%
# False negatives:     37098  31.58%
# TCR(l=50): 2.669712  SpamRecall: 68.417%  SpamPrec: 99.829%

##### 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: 175492  99.71%
# Correctly spam:     321193  34.14%
# False positives:       511  0.29%
# False negatives:    619607  65.86%
# TCR(l=50): 1.458250  SpamRecall: 34.140%  SpamPrec: 99.841%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22044  99.62%
# Correctly spam:      40187  34.21%
# False positives:        83  0.38%
# False negatives:     77275  65.79%
# TCR(l=50): 1.442579  SpamRecall: 34.213%  SpamPrec: 99.794%