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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 184036  25.720%  (99.102% of non-spam corpus)
# Correctly spam:     332768  46.506%  (62.806% of spam corpus)
# False positives:      1668  0.233%  (0.898% of nonspam, 301247 weighted)
# False negatives:    197067  27.541%  (37.194% of spam, 610434 weighted)
# Average score for spam:  7.9    nonspam: -0.6
# Average for false-pos:   6.3  false-neg: 3.1
# TOTAL:              715539  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23114  99.20%
# Correctly spam:      41724  63.03%
# False positives:       187  0.80%
# False negatives:     24468  36.97%
# TCR(l=50): 1.957301  SpamRecall: 63.035%  SpamPrec: 99.554%

##### 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: 185050  99.65%
# Correctly spam:     101970  19.25%
# False positives:       654  0.35%
# False negatives:    427865  80.75%
# TCR(l=50): 1.150402  SpamRecall: 19.246%  SpamPrec: 99.363%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23224  99.67%
# Correctly spam:      12816  19.36%
# False positives:        77  0.33%
# False negatives:     53376  80.64%
# TCR(l=50): 1.156677  SpamRecall: 19.362%  SpamPrec: 99.403%