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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 692444  54.225%  (99.595% of non-spam corpus)
# Correctly spam:     451737  35.375%  (77.654% of spam corpus)
# False positives:      2814  0.220%  (0.405% of nonspam,  67724 weighted)
# False negatives:    129993  10.180%  (22.346% of spam, 260756 weighted)
# Average score for spam:  11.0    nonspam: 0.6
# Average for false-pos:   5.8  false-neg: 2.0
# TOTAL:              1276988  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  86315  99.56%
# Correctly spam:      56388  77.69%
# False positives:       384  0.44%
# False negatives:     16191  22.31%
# TCR(l=50): 2.050776  SpamRecall: 77.692%  SpamPrec: 99.324%

##### 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: 679112  97.68%
# Correctly spam:     252550  43.41%
# False positives:     16146  2.32%
# False negatives:    329180  56.59%
# TCR(l=50): 0.511870  SpamRecall: 43.414%  SpamPrec: 93.991%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  84703  97.70%
# Correctly spam:      31498  43.40%
# False positives:      1996  2.30%
# False negatives:     41081  56.60%
# TCR(l=50): 0.515179  SpamRecall: 43.398%  SpamPrec: 94.041%