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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 127930  47.667%  (97.887% of non-spam corpus)
# Correctly spam:      67349  25.094%  (48.912% of spam corpus)
# False positives:      2761  1.029%  (2.113% of nonspam,  87147 weighted)
# False negatives:     70345  26.210%  (51.088% of spam, 213753 weighted)
# Average score for spam:  7.8    nonspam: 0.8
# Average for false-pos:   6.0  false-neg: 3.0
# TOTAL:              268385  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15994  97.53%
# Correctly spam:       8483  49.17%
# False positives:       405  2.47%
# False negatives:      8770  50.83%
# TCR(l=50): 0.594521  SpamRecall: 49.168%  SpamPrec: 95.443%

##### 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: 127488  97.55%
# Correctly spam:      50597  36.75%
# False positives:      3203  2.45%
# False negatives:     87097  63.25%
# TCR(l=50): 0.556909  SpamRecall: 36.746%  SpamPrec: 94.046%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16020  97.69%
# Correctly spam:       6359  36.86%
# False positives:       379  2.31%
# False negatives:     10894  63.14%
# TCR(l=50): 0.578106  SpamRecall: 36.857%  SpamPrec: 94.375%