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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 191179  42.580%  (96.422% of non-spam corpus)
# Correctly spam:     199394  44.409%  (79.529% of spam corpus)
# False positives:      7094  1.580%  (3.578% of nonspam, 258037 weighted)
# False negatives:     51324  11.431%  (20.471% of spam, 148362 weighted)
# Average score for spam:  8.1    nonspam: 1.3
# Average for false-pos:   5.8  false-neg: 2.9
# TOTAL:              448991  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23779  95.98%
# Correctly spam:      24854  79.45%
# False positives:       995  4.02%
# False negatives:      6429  20.55%
# TCR(l=50): 0.556845  SpamRecall: 79.449%  SpamPrec: 96.151%

##### 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: 191099  96.38%
# Correctly spam:     160902  64.18%
# False positives:      7174  3.62%
# False negatives:     89816  35.82%
# TCR(l=50): 0.558995  SpamRecall: 64.176%  SpamPrec: 95.732%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23888  96.42%
# Correctly spam:      20141  64.38%
# False positives:       886  3.58%
# False negatives:     11142  35.62%
# TCR(l=50): 0.564247  SpamRecall: 64.383%  SpamPrec: 95.786%