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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 542309  47.032%  (99.888% of non-spam corpus)
# Correctly spam:     560227  48.586%  (91.817% of spam corpus)
# False positives:       606  0.053%  (0.112% of nonspam,  44082 weighted)
# False negatives:     49930  4.330%  (8.183% of spam,  98612 weighted)
# Average score for spam:  15.8    nonspam: -2.2
# Average for false-pos:   6.5  false-neg: 2.0
# TOTAL:              1153072  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:      70019  91.84%
# False positives:        70  0.10%
# False negatives:      6218  8.16%
# TCR(l=50): 7.844927  SpamRecall: 91.844%  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:     475490  77.93%
# False positives:      1955  0.36%
# False negatives:    134667  22.07%
# TCR(l=50): 2.625268  SpamRecall: 77.929%  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:      59608  78.19%
# False positives:       238  0.35%
# False negatives:     16629  21.81%
# TCR(l=50): 2.672263  SpamRecall: 78.188%  SpamPrec: 99.602%