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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 195531  16.268%  (99.219% of non-spam corpus)
# Correctly spam:     749377  62.347%  (74.573% of spam corpus)
# False positives:      1539  0.128%  (0.781% of nonspam, 533746 weighted)
# False negatives:    255507  21.258%  (25.427% of spam, 325900 weighted)
# Average score for spam:  10.3    nonspam: -0.2
# Average for false-pos:   6.8  false-neg: 1.3
# TOTAL:              1201954  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24436  99.20%
# Correctly spam:      93726  74.71%
# False positives:       198  0.80%
# False negatives:     31731  25.29%
# TCR(l=50): 3.013548  SpamRecall: 74.708%  SpamPrec: 99.789%

##### 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: 195828  99.37%
# Correctly spam:     503546  50.11%
# False positives:      1242  0.63%
# False negatives:    501338  49.89%
# TCR(l=50): 1.783486  SpamRecall: 50.110%  SpamPrec: 99.754%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24492  99.42%
# Correctly spam:      62928  50.16%
# False positives:       142  0.58%
# False negatives:     62529  49.84%
# TCR(l=50): 1.801792  SpamRecall: 50.159%  SpamPrec: 99.775%