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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 162877  41.512%  (95.934% of non-spam corpus)
# Correctly spam:     141527  36.070%  (63.584% of spam corpus)
# False positives:      6904  1.760%  (4.066% of nonspam, 284080 weighted)
# False negatives:     81055  20.658%  (36.416% of spam, 237367 weighted)
# Average score for spam:  17.8    nonspam: 1.1
# Average for false-pos:   6.3  false-neg: 2.9
# TOTAL:              392363  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20533  96.02%
# Correctly spam:      17796  63.92%
# False positives:       852  3.98%
# False negatives:     10046  36.08%
# TCR(l=50): 0.528853  SpamRecall: 63.918%  SpamPrec: 95.431%

##### 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: 164027  96.61%
# Correctly spam:     103707  46.59%
# False positives:      5754  3.39%
# False negatives:    118875  53.41%
# TCR(l=50): 0.547456  SpamRecall: 46.593%  SpamPrec: 94.743%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20679  96.70%
# Correctly spam:      12999  46.69%
# False positives:       706  3.30%
# False negatives:     14843  53.31%
# TCR(l=50): 0.555252  SpamRecall: 46.688%  SpamPrec: 94.849%