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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 676848  54.317%  (99.816% of non-spam corpus)
# Correctly spam:     486501  39.042%  (85.651% of spam corpus)
# False positives:      1245  0.100%  (0.184% of nonspam,  65793 weighted)
# False negatives:     81505  6.541%  (14.349% of spam, 140958 weighted)
# Average score for spam:  16.3    nonspam: -2.6
# Average for false-pos:   6.3  false-neg: 1.7
# TOTAL:              1246099  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  84327  99.69%
# Correctly spam:      60749  85.69%
# False positives:       259  0.31%
# False negatives:     10142  14.31%
# TCR(l=50): 3.069938  SpamRecall: 85.694%  SpamPrec: 99.575%

##### 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: 676012  99.69%
# Correctly spam:     388388  68.38%
# False positives:      2081  0.31%
# False negatives:    179618  31.62%
# TCR(l=50): 2.002362  SpamRecall: 68.377%  SpamPrec: 99.467%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  84343  99.71%
# Correctly spam:      48449  68.34%
# False positives:       243  0.29%
# False negatives:     22442  31.66%
# TCR(l=50): 2.049347  SpamRecall: 68.343%  SpamPrec: 99.501%