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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 252868  33.523%  (99.164% of non-spam corpus)
# Correctly spam:     214398  28.423%  (42.939% of spam corpus)
# False positives:      2131  0.283%  (0.836% of nonspam, 126837 weighted)
# False negatives:    284916  37.772%  (57.061% of spam, 621011 weighted)
# Average score for spam:  5.0    nonspam: 0.8
# Average for false-pos:   6.1  false-neg: 2.2
# TOTAL:              754313  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31610  99.22%
# Correctly spam:      26807  42.99%
# False positives:       248  0.78%
# False negatives:     35544  57.01%
# TCR(l=50): 1.300496  SpamRecall: 42.994%  SpamPrec: 99.083%

##### 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: 248501  97.45%
# Correctly spam:      95540  19.13%
# False positives:      6498  2.55%
# False negatives:    403774  80.87%
# TCR(l=50): 0.685236  SpamRecall: 19.134%  SpamPrec: 93.632%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31097  97.61%
# Correctly spam:      12121  19.44%
# False positives:       761  2.39%
# False negatives:     50230  80.56%
# TCR(l=50): 0.706287  SpamRecall: 19.440%  SpamPrec: 94.093%