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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 171565  24.878%  (99.040% of non-spam corpus)
# Correctly spam:     335062  48.587%  (64.886% of spam corpus)
# False positives:      1663  0.241%  (0.960% of nonspam, 316515 weighted)
# False negatives:    181323  26.293%  (35.114% of spam, 457736 weighted)
# Average score for spam:  9.4    nonspam: -0.6
# Average for false-pos:   6.4  false-neg: 2.5
# TOTAL:              689613  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21574  99.10%
# Correctly spam:      42047  65.21%
# False positives:       196  0.90%
# False negatives:     22431  34.79%
# TCR(l=50): 2.000496  SpamRecall: 65.211%  SpamPrec: 99.536%

##### 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: 172345  99.49%
# Correctly spam:     174507  33.79%
# False positives:       883  0.51%
# False negatives:    341878  66.21%
# TCR(l=50): 1.337688  SpamRecall: 33.794%  SpamPrec: 99.497%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21668  99.53%
# Correctly spam:      22129  34.32%
# False positives:       102  0.47%
# False negatives:     42349  65.68%
# TCR(l=50): 1.358891  SpamRecall: 34.320%  SpamPrec: 99.541%