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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 312975  48.982%  (99.622% of non-spam corpus)
# Correctly spam:     211349  33.077%  (65.071% of spam corpus)
# False positives:      1187  0.186%  (0.378% of nonspam,  75406 weighted)
# False negatives:    113449  17.755%  (34.929% of spam, 238946 weighted)
# Average score for spam:  8.5    nonspam: -0.0
# Average for false-pos:   6.1  false-neg: 2.1
# TOTAL:              638960  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39014  99.56%
# Correctly spam:      26184  64.71%
# False positives:       173  0.44%
# False negatives:     14281  35.29%
# TCR(l=50): 1.764642  SpamRecall: 64.708%  SpamPrec: 99.344%

##### 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: 313147  99.68%
# Correctly spam:     111921  34.46%
# False positives:      1015  0.32%
# False negatives:    212877  65.54%
# TCR(l=50): 1.232036  SpamRecall: 34.459%  SpamPrec: 99.101%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39064  99.69%
# Correctly spam:      13806  34.12%
# False positives:       123  0.31%
# False negatives:     26659  65.88%
# TCR(l=50): 1.233351  SpamRecall: 34.118%  SpamPrec: 99.117%