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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 772033  44.327%  (99.627% of non-spam corpus)
# Correctly spam:     804530  46.193%  (83.219% of spam corpus)
# False positives:      2889  0.166%  (0.373% of nonspam, 109518 weighted)
# False negatives:    162236  9.315%  (16.781% of spam, 412285 weighted)
# Average score for spam:  12.7    nonspam: 0.6
# Average for false-pos:   6.1  false-neg: 2.5
# TOTAL:              1741688  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  96027  99.43%
# Correctly spam:     101927  84.42%
# False positives:       546  0.57%
# False negatives:     18811  15.58%
# TCR(l=50): 2.618421  SpamRecall: 84.420%  SpamPrec: 99.467%

##### 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: 759678  98.03%
# Correctly spam:     559541  57.88%
# False positives:     15244  1.97%
# False negatives:    407225  42.12%
# TCR(l=50): 0.826702  SpamRecall: 57.878%  SpamPrec: 97.348%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  94713  98.07%
# Correctly spam:      69971  57.95%
# False positives:      1860  1.93%
# False negatives:     50767  42.05%
# TCR(l=50): 0.839817  SpamRecall: 57.953%  SpamPrec: 97.411%