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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 147517  26.369%  (96.463% of non-spam corpus)
# Correctly spam:     220809  39.470%  (54.319% of spam corpus)
# False positives:      5409  0.967%  (3.537% of nonspam, 431649 weighted)
# False negatives:    185696  33.194%  (45.681% of spam, 538227 weighted)
# Average score for spam:  12.2    nonspam: 0.6
# Average for false-pos:   6.0  false-neg: 2.9
# TOTAL:              559431  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18575  96.56%
# Correctly spam:      27699  54.64%
# False positives:       662  3.44%
# False negatives:     22990  45.36%
# TCR(l=50): 0.903708  SpamRecall: 54.645%  SpamPrec: 97.666%

##### 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: 147574  96.50%
# Correctly spam:     183583  45.16%
# False positives:      5352  3.50%
# False negatives:    222922  54.84%
# TCR(l=50): 0.828719  SpamRecall: 45.161%  SpamPrec: 97.167%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18584  96.61%
# Correctly spam:      22994  45.36%
# False positives:       653  3.39%
# False negatives:     27695  54.64%
# TCR(l=50): 0.839987  SpamRecall: 45.363%  SpamPrec: 97.239%