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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 137585  25.061%  (99.371% of non-spam corpus)
# Correctly spam:     284727  51.862%  (69.353% of spam corpus)
# False positives:       871  0.159%  (0.629% of nonspam, 165613 weighted)
# False negatives:    125822  22.918%  (30.647% of spam, 308035 weighted)
# Average score for spam:  16.1    nonspam: -0.5
# Average for false-pos:   6.4  false-neg: 2.4
# TOTAL:              549005  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17253  99.42%
# Correctly spam:      35636  69.62%
# False positives:       100  0.58%
# False negatives:     15554  30.38%
# TCR(l=50): 2.490513  SpamRecall: 69.615%  SpamPrec: 99.720%

##### 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: 137775  99.51%
# Correctly spam:     227032  55.30%
# False positives:       681  0.49%
# False negatives:    183517  44.70%
# TCR(l=50): 1.887000  SpamRecall: 55.300%  SpamPrec: 99.701%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17267  99.50%
# Correctly spam:      28552  55.78%
# False positives:        86  0.50%
# False negatives:     22638  44.22%
# TCR(l=50): 1.900290  SpamRecall: 55.777%  SpamPrec: 99.700%