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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 128741  17.121%  (99.622% of non-spam corpus)
# Correctly spam:     534230  71.045%  (85.788% of spam corpus)
# False positives:       489  0.065%  (0.378% of nonspam, 173014 weighted)
# False negatives:     88501  11.769%  (14.212% of spam, 225772 weighted)
# Average score for spam:  10.1    nonspam: -1.2
# Average for false-pos:   7.3  false-neg: 2.6
# TOTAL:              751961  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16181  99.69%
# Correctly spam:      66621  85.68%
# False positives:        50  0.31%
# False negatives:     11138  14.32%
# TCR(l=50): 5.701642  SpamRecall: 85.676%  SpamPrec: 99.925%

##### 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: 129043  99.86%
# Correctly spam:     283408  45.51%
# False positives:       187  0.14%
# False negatives:    339323  54.49%
# TCR(l=50): 1.786003  SpamRecall: 45.511%  SpamPrec: 99.934%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16205  99.84%
# Correctly spam:      35430  45.56%
# False positives:        26  0.16%
# False negatives:     42329  54.44%
# TCR(l=50): 1.782278  SpamRecall: 45.564%  SpamPrec: 99.927%