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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 333522  53.495%  (99.592% of non-spam corpus)
# Correctly spam:     158407  25.407%  (54.892% of spam corpus)
# False positives:      1367  0.219%  (0.408% of nonspam,  72222 weighted)
# False negatives:    130170  20.878%  (45.108% of spam, 237558 weighted)
# Average score for spam:  6.7    nonspam: 0.1
# Average for false-pos:   6.1  false-neg: 1.8
# TOTAL:              623466  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  41587  99.67%
# Correctly spam:      19937  55.27%
# False positives:       138  0.33%
# False negatives:     16135  44.73%
# TCR(l=50): 1.565965  SpamRecall: 55.270%  SpamPrec: 99.313%

##### 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:      84848  29.40%
# False positives:      1331  0.40%
# False negatives:    203729  70.60%
# TCR(l=50): 1.067700  SpamRecall: 29.402%  SpamPrec: 98.456%
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:      10693  29.64%
# False positives:       147  0.35%
# False negatives:     25379  70.36%
# TCR(l=50): 1.102142  SpamRecall: 29.643%  SpamPrec: 98.644%