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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 156565  38.071%  (99.569% of non-spam corpus)
# Correctly spam:     251043  61.045%  (98.837% of spam corpus)
# False positives:       678  0.165%  (0.431% of nonspam,  66063 weighted)
# False negatives:      2955  0.719%  (1.163% of spam,   5567 weighted)
# Average score for spam:  30.7    nonspam: -1.6
# Average for false-pos:   6.0  false-neg: 1.9
# TOTAL:              411241  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19698  99.55%
# Correctly spam:      31335  98.76%
# False positives:        90  0.45%
# False negatives:       394  1.24%
# TCR(l=50): 6.483245  SpamRecall: 98.758%  SpamPrec: 99.714%

##### 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: 157041  99.87%
# Correctly spam:     246810  97.17%
# False positives:       202  0.13%
# False negatives:      7188  2.83%
# TCR(l=50): 14.692156  SpamRecall: 97.170%  SpamPrec: 99.918%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19757  99.84%
# Correctly spam:      30827  97.16%
# False positives:        31  0.16%
# False negatives:       902  2.84%
# TCR(l=50): 12.940049  SpamRecall: 97.157%  SpamPrec: 99.900%