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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 180672  26.495%  (99.300% of non-spam corpus)
# Correctly spam:     481770  70.649%  (96.359% of spam corpus)
# False positives:      1273  0.187%  (0.700% of nonspam, 219920 weighted)
# False negatives:     18203  2.669%  (3.641% of spam,  51735 weighted)
# Average score for spam:  11.5    nonspam: -0.6
# Average for false-pos:   6.3  false-neg: 2.8
# TOTAL:              681918  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22695  99.30%
# Correctly spam:      60189  96.41%
# False positives:       160  0.70%
# False negatives:      2239  3.59%
# TCR(l=50): 6.097080  SpamRecall: 96.413%  SpamPrec: 99.735%

##### 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: 181311  99.65%
# Correctly spam:     243216  48.65%
# False positives:       634  0.35%
# False negatives:    256757  51.35%
# TCR(l=50): 1.733267  SpamRecall: 48.646%  SpamPrec: 99.740%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22769  99.62%
# Correctly spam:      30502  48.86%
# False positives:        86  0.38%
# False negatives:     31926  51.14%
# TCR(l=50): 1.723293  SpamRecall: 48.859%  SpamPrec: 99.719%