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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 323396  53.821%  (96.301% of non-spam corpus)
# Correctly spam:      85506  14.230%  (32.260% of spam corpus)
# False positives:     12421  2.067%  (3.699% of nonspam, 289317 weighted)
# False negatives:    179550  29.882%  (67.740% of spam, 393241 weighted)
# Average score for spam:  4.3    nonspam: 1.3
# Average for false-pos:   5.9  false-neg: 2.2
# TOTAL:              600873  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40269  96.17%
# Correctly spam:      10787  32.53%
# False positives:      1604  3.83%
# False negatives:     22369  67.47%
# TCR(l=50): 0.323256  SpamRecall: 32.534%  SpamPrec: 87.055%

##### 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: 323900  96.45%
# Correctly spam:      60348  22.77%
# False positives:     11917  3.55%
# False negatives:    204708  77.23%
# TCR(l=50): 0.331089  SpamRecall: 22.768%  SpamPrec: 83.509%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40381  96.44%
# Correctly spam:       7649  23.07%
# False positives:      1492  3.56%
# False negatives:     25507  76.93%
# TCR(l=50): 0.331206  SpamRecall: 23.070%  SpamPrec: 83.678%