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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 333570  53.474%  (99.606% of non-spam corpus)
# Correctly spam:     158545  25.416%  (54.877% of spam corpus)
# False positives:      1319  0.211%  (0.394% of nonspam,  70085 weighted)
# False negatives:    130366  20.899%  (45.123% of spam, 237901 weighted)
# Average score for spam:  6.7    nonspam: 0.1
# Average for false-pos:   6.2  false-neg: 1.8
# TOTAL:              623800  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  41590  99.68%
# Correctly spam:      19921  55.16%
# False positives:       135  0.32%
# False negatives:     16196  44.84%
# TCR(l=50): 1.574000  SpamRecall: 55.157%  SpamPrec: 99.327%

##### 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: 333558  99.60%
# Correctly spam:      84969  29.41%
# False positives:      1331  0.40%
# False negatives:    203942  70.59%
# TCR(l=50): 1.068094  SpamRecall: 29.410%  SpamPrec: 98.458%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  41578  99.65%
# Correctly spam:      10666  29.53%
# False positives:       147  0.35%
# False negatives:     25451  70.47%
# TCR(l=50): 1.101094  SpamRecall: 29.532%  SpamPrec: 98.641%