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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 542319  47.043%  (99.890% of non-spam corpus)
# Correctly spam:     560051  48.581%  (91.828% of spam corpus)
# False positives:       596  0.052%  (0.110% of nonspam,  43471 weighted)
# False negatives:     49842  4.324%  (8.172% of spam,  98223 weighted)
# Average score for spam:  15.8    nonspam: -2.2
# Average for false-pos:   6.5  false-neg: 2.0
# TOTAL:              1152808  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  67728  99.90%
# Correctly spam:      69951  91.79%
# False positives:        70  0.10%
# False negatives:      6253  8.21%
# TCR(l=50): 7.813391  SpamRecall: 91.794%  SpamPrec: 99.900%

##### 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: 540960  99.64%
# Correctly spam:     475529  77.97%
# False positives:      1955  0.36%
# False negatives:    134364  22.03%
# TCR(l=50): 2.627558  SpamRecall: 77.969%  SpamPrec: 99.591%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  67560  99.65%
# Correctly spam:      59389  77.93%
# False positives:       238  0.35%
# False negatives:     16815  22.07%
# TCR(l=50): 2.653805  SpamRecall: 77.934%  SpamPrec: 99.601%