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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 257929  36.982%  (99.172% of non-spam corpus)
# Correctly spam:     295800  42.412%  (67.632% of spam corpus)
# False positives:      2154  0.309%  (0.828% of nonspam, 109834 weighted)
# False negatives:    141569  20.298%  (32.368% of spam, 347807 weighted)
# Average score for spam:  6.2    nonspam: 0.7
# Average for false-pos:   6.1  false-neg: 2.5
# TOTAL:              697452  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32230  99.18%
# Correctly spam:      36985  67.82%
# False positives:       266  0.82%
# False negatives:     17551  32.18%
# TCR(l=50): 1.767722  SpamRecall: 67.818%  SpamPrec: 99.286%

##### 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: 252756  97.18%
# Correctly spam:     131442  30.05%
# False positives:      7327  2.82%
# False negatives:    305927  69.95%
# TCR(l=50): 0.650579  SpamRecall: 30.053%  SpamPrec: 94.720%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31584  97.19%
# Correctly spam:      16532  30.31%
# False positives:       912  2.81%
# False negatives:     38004  69.69%
# TCR(l=50): 0.652313  SpamRecall: 30.314%  SpamPrec: 94.772%