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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 907515  66.286%  (99.419% of non-spam corpus)
# Correctly spam:     389448  28.446%  (85.356% of spam corpus)
# False positives:      5301  0.387%  (0.581% of nonspam, 268676 weighted)
# False negatives:     66817  4.880%  (14.644% of spam, 145281 weighted)
# Average score for spam:  12.6    nonspam: -1.8
# Average for false-pos:   10.1  false-neg: 2.2
# TOTAL:              1369081  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 112322  98.62%
# Correctly spam:      48548  85.36%
# False positives:      1566  1.38%
# False negatives:      8329  14.64%
# TCR(l=50): 0.656558  SpamRecall: 85.356%  SpamPrec: 96.875%

##### 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: 908187  99.49%
# Correctly spam:     252616  55.37%
# False positives:      4629  0.51%
# False negatives:    203649  44.63%
# TCR(l=50): 1.048646  SpamRecall: 55.366%  SpamPrec: 98.201%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 113310  99.49%
# Correctly spam:      31532  55.44%
# False positives:       578  0.51%
# False negatives:     25345  44.56%
# TCR(l=50): 1.048521  SpamRecall: 55.439%  SpamPrec: 98.200%