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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 152331  34.656%  (90.722% of non-spam corpus)
# Correctly spam:     146885  33.417%  (54.072% of spam corpus)
# False positives:     15579  3.544%  (9.278% of nonspam, 2467600 weighted)
# False negatives:    124760  28.383%  (45.928% of spam, 391670 weighted)
# Average score for spam:  6.3    nonspam: 1.0
# Average for false-pos:   9.8  false-neg: 3.1
# TOTAL:              439555  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19201  90.81%
# Correctly spam:      18608  54.79%
# False positives:      1942  9.19%
# False negatives:     15354  45.21%
# TCR(l=50): 0.302008  SpamRecall: 54.791%  SpamPrec: 90.550%

##### 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: 161719  96.31%
# Correctly spam:      31897  11.74%
# False positives:      6191  3.69%
# False negatives:    239748  88.26%
# TCR(l=50): 0.494531  SpamRecall: 11.742%  SpamPrec: 83.746%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20375  96.37%
# Correctly spam:       4068  11.98%
# False positives:       768  3.63%
# False negatives:     29894  88.02%
# TCR(l=50): 0.497291  SpamRecall: 11.978%  SpamPrec: 84.119%