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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 388472  53.706%  (97.195% of non-spam corpus)
# Correctly spam:     208126  28.773%  (64.306% of spam corpus)
# False positives:     11211  1.550%  (2.805% of nonspam, 267602 weighted)
# False negatives:    115521  15.971%  (35.694% of spam, 317573 weighted)
# Average score for spam:  7.7    nonspam: 0.8
# Average for false-pos:   5.9  false-neg: 2.7
# TOTAL:              723330  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48424  97.13%
# Correctly spam:      25944  64.35%
# False positives:      1433  2.87%
# False negatives:     14373  35.65%
# TCR(l=50): 0.468677  SpamRecall: 64.350%  SpamPrec: 94.766%

##### 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: 389053  97.34%
# Correctly spam:     133446  41.23%
# False positives:     10630  2.66%
# False negatives:    190201  58.77%
# TCR(l=50): 0.448450  SpamRecall: 41.232%  SpamPrec: 92.622%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48501  97.28%
# Correctly spam:      16560  41.07%
# False positives:      1356  2.72%
# False negatives:     23757  58.93%
# TCR(l=50): 0.440349  SpamRecall: 41.074%  SpamPrec: 92.431%