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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 180684  26.484%  (99.306% of non-spam corpus)
# Correctly spam:     482033  70.655%  (96.351% of spam corpus)
# False positives:      1262  0.185%  (0.694% of nonspam, 219411 weighted)
# False negatives:     18254  2.676%  (3.649% of spam,  52299 weighted)
# Average score for spam:  11.7    nonspam: -0.6
# Average for false-pos:   6.3  false-neg: 2.9
# TOTAL:              682233  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22685  99.26%
# Correctly spam:      60204  96.36%
# False positives:       170  0.74%
# False negatives:      2276  3.64%
# TCR(l=50): 5.798070  SpamRecall: 96.357%  SpamPrec: 99.718%

##### 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: 181307  99.65%
# Correctly spam:     243470  48.67%
# False positives:       639  0.35%
# False negatives:    256817  51.33%
# TCR(l=50): 1.732494  SpamRecall: 48.666%  SpamPrec: 99.738%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22762  99.59%
# Correctly spam:      30514  48.84%
# False positives:        93  0.41%
# False negatives:     31966  51.16%
# TCR(l=50): 1.706358  SpamRecall: 48.838%  SpamPrec: 99.696%