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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 224817  21.437%  (99.743% of non-spam corpus)
# Correctly spam:     745436  71.078%  (90.537% of spam corpus)
# False positives:       580  0.055%  (0.257% of nonspam, 150277 weighted)
# False negatives:     77918  7.430%  (9.463% of spam, 180741 weighted)
# Average score for spam:  20.6    nonspam: -0.5
# Average for false-pos:   7.1  false-neg: 2.3
# TOTAL:              1048751  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28161  99.75%
# Correctly spam:      92954  90.55%
# False positives:        70  0.25%
# False negatives:      9703  9.45%
# TCR(l=50): 7.775278  SpamRecall: 90.548%  SpamPrec: 99.925%

##### 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: 223185  99.02%
# Correctly spam:     479716  58.26%
# False positives:      2212  0.98%
# False negatives:    343638  41.74%
# TCR(l=50): 1.812605  SpamRecall: 58.264%  SpamPrec: 99.541%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27938  98.96%
# Correctly spam:      59715  58.17%
# False positives:       293  1.04%
# False negatives:     42942  41.83%
# TCR(l=50): 1.782487  SpamRecall: 58.169%  SpamPrec: 99.512%