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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 149609  34.779%  (98.490% of non-spam corpus)
# Correctly spam:     268773  62.481%  (96.589% of spam corpus)
# False positives:      2293  0.533%  (1.510% of nonspam, 134645 weighted)
# False negatives:      9491  2.206%  (3.411% of spam,  21538 weighted)
# Average score for spam:  13.1    nonspam: -0.3
# Average for false-pos:   6.4  false-neg: 2.3
# TOTAL:              430166  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18806  98.40%
# Correctly spam:      33642  96.67%
# False positives:       305  1.60%
# False negatives:      1160  3.33%
# TCR(l=50): 2.120780  SpamRecall: 96.667%  SpamPrec: 99.102%

##### 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: 150559  99.12%
# Correctly spam:     181014  65.05%
# False positives:      1343  0.88%
# False negatives:     97250  34.95%
# TCR(l=50): 1.692603  SpamRecall: 65.051%  SpamPrec: 99.264%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18941  99.11%
# Correctly spam:      22606  64.96%
# False positives:       170  0.89%
# False negatives:     12196  35.04%
# TCR(l=50): 1.681581  SpamRecall: 64.956%  SpamPrec: 99.254%