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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 151863  38.099%  (99.432% of non-spam corpus)
# Correctly spam:     149522  37.511%  (60.813% of spam corpus)
# False positives:       868  0.218%  (0.568% of nonspam,  99987 weighted)
# False negatives:     96351  24.172%  (39.187% of spam, 254258 weighted)
# Average score for spam:  8.7    nonspam: -0.6
# Average for false-pos:   7.2  false-neg: 2.6
# TOTAL:              398604  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19087  99.40%
# Correctly spam:      18666  60.81%
# False positives:       116  0.60%
# False negatives:     12030  39.19%
# TCR(l=50): 1.721593  SpamRecall: 60.809%  SpamPrec: 99.382%

##### 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: 152214  99.66%
# Correctly spam:      80388  32.69%
# False positives:       517  0.34%
# False negatives:    165485  67.31%
# TCR(l=50): 1.285039  SpamRecall: 32.695%  SpamPrec: 99.361%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19138  99.66%
# Correctly spam:      10083  32.85%
# False positives:        65  0.34%
# False negatives:     20613  67.15%
# TCR(l=50): 1.286343  SpamRecall: 32.848%  SpamPrec: 99.359%