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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 133776  30.609%  (95.968% of non-spam corpus)
# Correctly spam:     158368  36.236%  (53.207% of spam corpus)
# False positives:      5620  1.286%  (4.032% of nonspam, 363278 weighted)
# False negatives:    139278  31.868%  (46.793% of spam, 381481 weighted)
# Average score for spam:  14.1    nonspam: 1.1
# Average for false-pos:   6.1  false-neg: 2.7
# TOTAL:              437042  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16773  96.03%
# Correctly spam:      19866  53.49%
# False positives:       693  3.97%
# False negatives:     17275  46.51%
# TCR(l=50): 0.715282  SpamRecall: 53.488%  SpamPrec: 96.629%

##### 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: 134215  96.28%
# Correctly spam:     124550  41.85%
# False positives:      5181  3.72%
# False negatives:    173096  58.15%
# TCR(l=50): 0.688763  SpamRecall: 41.845%  SpamPrec: 96.006%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16841  96.42%
# Correctly spam:      15686  42.23%
# False positives:       625  3.58%
# False negatives:     21455  57.77%
# TCR(l=50): 0.704696  SpamRecall: 42.234%  SpamPrec: 96.168%