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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 328052  44.222%  (97.165% of non-spam corpus)
# Correctly spam:     137087  18.480%  (33.915% of spam corpus)
# False positives:      9571  1.290%  (2.835% of nonspam, 352615 weighted)
# False negatives:    267121  36.008%  (66.085% of spam, 682950 weighted)
# Average score for spam:  4.5    nonspam: 0.8
# Average for false-pos:   6.2  false-neg: 2.6
# TOTAL:              741831  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40873  97.11%
# Correctly spam:      17074  33.86%
# False positives:      1215  2.89%
# False negatives:     33351  66.14%
# TCR(l=50): 0.535860  SpamRecall: 33.860%  SpamPrec: 93.357%

##### 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: 329175  97.50%
# Correctly spam:     105678  26.14%
# False positives:      8448  2.50%
# False negatives:    298530  73.86%
# TCR(l=50): 0.560676  SpamRecall: 26.144%  SpamPrec: 92.598%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  41055  97.55%
# Correctly spam:      13192  26.16%
# False positives:      1033  2.45%
# False negatives:     37233  73.84%
# TCR(l=50): 0.567319  SpamRecall: 26.162%  SpamPrec: 92.738%