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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 183644  49.203%  (99.573% of non-spam corpus)
# Correctly spam:     167028  44.751%  (88.464% of spam corpus)
# False positives:       788  0.211%  (0.427% of nonspam,  50986 weighted)
# False negatives:     21781  5.836%  (11.536% of spam,  47830 weighted)
# Average score for spam:  17.4    nonspam: -1.0
# Average for false-pos:   6.3  false-neg: 2.2
# TOTAL:              373241  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23047  99.56%
# Correctly spam:      20898  88.20%
# False positives:       103  0.44%
# False negatives:      2795  11.80%
# TCR(l=50): 2.982127  SpamRecall: 88.203%  SpamPrec: 99.510%

##### 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: 183896  99.71%
# Correctly spam:     131158  69.47%
# False positives:       536  0.29%
# False negatives:     57651  30.53%
# TCR(l=50): 2.235722  SpamRecall: 69.466%  SpamPrec: 99.593%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23073  99.67%
# Correctly spam:      16420  69.30%
# False positives:        77  0.33%
# False negatives:      7273  30.70%
# TCR(l=50): 2.130091  SpamRecall: 69.303%  SpamPrec: 99.533%