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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 173852  30.605%  (94.618% of non-spam corpus)
# Correctly spam:     237324  41.778%  (61.752% of spam corpus)
# False positives:      9889  1.741%  (5.382% of nonspam, 633533 weighted)
# False negatives:    146995  25.877%  (38.248% of spam, 237691 weighted)
# Average score for spam:  13.8    nonspam: 1.2
# Average for false-pos:   6.1  false-neg: 1.6
# TOTAL:              568060  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21814  94.52%
# Correctly spam:      29622  61.84%
# False positives:      1264  5.48%
# False negatives:     18279  38.16%
# TCR(l=50): 0.587894  SpamRecall: 61.840%  SpamPrec: 95.908%

##### 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: 174100  94.75%
# Correctly spam:     162106  42.18%
# False positives:      9641  5.25%
# False negatives:    222213  57.82%
# TCR(l=50): 0.545704  SpamRecall: 42.180%  SpamPrec: 94.387%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21834  94.61%
# Correctly spam:      20283  42.34%
# False positives:      1244  5.39%
# False negatives:     27618  57.66%
# TCR(l=50): 0.533312  SpamRecall: 42.344%  SpamPrec: 94.221%