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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 178507  28.572%  (99.188% of non-spam corpus)
# Correctly spam:     352716  56.456%  (79.299% of spam corpus)
# False positives:      1461  0.234%  (0.812% of nonspam, 231238 weighted)
# False negatives:     92079  14.738%  (20.701% of spam, 233367 weighted)
# Average score for spam:  9.5    nonspam: -0.3
# Average for false-pos:   6.4  false-neg: 2.5
# TOTAL:              624763  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22397  99.15%
# Correctly spam:      43907  79.18%
# False positives:       193  0.85%
# False negatives:     11543  20.82%
# TCR(l=50): 2.616430  SpamRecall: 79.183%  SpamPrec: 99.562%

##### 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: 178915  99.41%
# Correctly spam:     144172  32.41%
# False positives:      1053  0.59%
# False negatives:    300623  67.59%
# TCR(l=50): 1.259069  SpamRecall: 32.413%  SpamPrec: 99.275%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22458  99.42%
# Correctly spam:      18035  32.52%
# False positives:       132  0.58%
# False negatives:     37415  67.48%
# TCR(l=50): 1.259798  SpamRecall: 32.525%  SpamPrec: 99.273%