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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 297652  55.369%  (99.678% of non-spam corpus)
# Correctly spam:     196533  36.559%  (82.243% of spam corpus)
# False positives:       963  0.179%  (0.322% of nonspam,  54976 weighted)
# False negatives:     42433  7.893%  (17.757% of spam,  79418 weighted)
# Average score for spam:  16.8    nonspam: -0.8
# Average for false-pos:   7.1  false-neg: 1.9
# TOTAL:              537581  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37129  99.63%
# Correctly spam:      24683  82.53%
# False positives:       139  0.37%
# False negatives:      5224  17.47%
# TCR(l=50): 2.456629  SpamRecall: 82.533%  SpamPrec: 99.440%

##### 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: 297729  99.70%
# Correctly spam:     161704  67.67%
# False positives:       886  0.30%
# False negatives:     77262  32.33%
# TCR(l=50): 1.965795  SpamRecall: 67.668%  SpamPrec: 99.455%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37144  99.67%
# Correctly spam:      20324  67.96%
# False positives:       124  0.33%
# False negatives:      9583  32.04%
# TCR(l=50): 1.894887  SpamRecall: 67.957%  SpamPrec: 99.394%