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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 131809  35.636%  (99.398% of non-spam corpus)
# Correctly spam:     201193  54.395%  (84.796% of spam corpus)
# False positives:       798  0.216%  (0.602% of nonspam,  88415 weighted)
# False negatives:     36073  9.753%  (15.204% of spam,  87095 weighted)
# Average score for spam:  14.8    nonspam: -0.4
# Average for false-pos:   6.2  false-neg: 2.4
# TOTAL:              369873  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16534  99.39%
# Correctly spam:      25143  84.72%
# False positives:       101  0.61%
# False negatives:      4536  15.28%
# TCR(l=50): 3.096078  SpamRecall: 84.716%  SpamPrec: 99.600%

##### 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: 132205  99.70%
# Correctly spam:     119673  50.44%
# False positives:       402  0.30%
# False negatives:    117593  49.56%
# TCR(l=50): 1.723152  SpamRecall: 50.438%  SpamPrec: 99.665%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16582  99.68%
# Correctly spam:      15000  50.54%
# False positives:        53  0.32%
# False negatives:     14679  49.46%
# TCR(l=50): 1.712678  SpamRecall: 50.541%  SpamPrec: 99.648%