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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 163618  22.740%  (99.290% of non-spam corpus)
# Correctly spam:     464738  64.591%  (83.779% of spam corpus)
# False positives:      1170  0.163%  (0.710% of nonspam, 247752 weighted)
# False negatives:     89984  12.506%  (16.221% of spam, 328360 weighted)
# Average score for spam:  11.2    nonspam: -1.0
# Average for false-pos:   6.3  false-neg: 3.6
# TOTAL:              719510  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20617  99.36%
# Correctly spam:      57981  83.69%
# False positives:       133  0.64%
# False negatives:     11301  16.31%
# TCR(l=50): 3.859506  SpamRecall: 83.688%  SpamPrec: 99.771%

##### 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: 164187  99.64%
# Correctly spam:     263927  47.58%
# False positives:       601  0.36%
# False negatives:    290795  52.42%
# TCR(l=50): 1.728941  SpamRecall: 47.578%  SpamPrec: 99.773%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20667  99.60%
# Correctly spam:      32933  47.53%
# False positives:        83  0.40%
# False negatives:     36349  52.47%
# TCR(l=50): 1.710709  SpamRecall: 47.535%  SpamPrec: 99.749%