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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 177662  39.442%  (96.643% of non-spam corpus)
# Correctly spam:     182733  40.568%  (68.541% of spam corpus)
# False positives:      6171  1.370%  (3.357% of nonspam, 279871 weighted)
# False negatives:     83871  18.620%  (31.459% of spam, 198427 weighted)
# Average score for spam:  15.3    nonspam: 0.7
# Average for false-pos:   6.3  false-neg: 2.4
# TOTAL:              450437  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22315  96.65%
# Correctly spam:      23070  69.18%
# False positives:       773  3.35%
# False negatives:     10280  30.82%
# TCR(l=50): 0.681586  SpamRecall: 69.175%  SpamPrec: 96.758%

##### 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: 178543  97.12%
# Correctly spam:     119123  44.68%
# False positives:      5290  2.88%
# False negatives:    147481  55.32%
# TCR(l=50): 0.647127  SpamRecall: 44.682%  SpamPrec: 95.748%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22456  97.26%
# Correctly spam:      15013  45.02%
# False positives:       632  2.74%
# False negatives:     18337  54.98%
# TCR(l=50): 0.667841  SpamRecall: 45.016%  SpamPrec: 95.960%