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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 252879  33.299%  (99.150% of non-spam corpus)
# Correctly spam:     362933  47.791%  (71.957% of spam corpus)
# False positives:      2168  0.285%  (0.850% of nonspam, 139026 weighted)
# False negatives:    141441  18.625%  (28.043% of spam, 350875 weighted)
# Average score for spam:  6.7    nonspam: 0.7
# Average for false-pos:   6.5  false-neg: 2.5
# TOTAL:              759421  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31559  99.05%
# Correctly spam:      45714  72.59%
# False positives:       302  0.95%
# False negatives:     17265  27.41%
# TCR(l=50): 1.945898  SpamRecall: 72.586%  SpamPrec: 99.344%

##### 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: 247834  97.17%
# Correctly spam:     172154  34.13%
# False positives:      7213  2.83%
# False negatives:    332220  65.87%
# TCR(l=50): 0.727949  SpamRecall: 34.132%  SpamPrec: 95.979%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30906  97.00%
# Correctly spam:      21544  34.21%
# False positives:       955  3.00%
# False negatives:     41435  65.79%
# TCR(l=50): 0.706161  SpamRecall: 34.208%  SpamPrec: 95.755%