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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 213889  32.585%  (98.716% of non-spam corpus)
# Correctly spam:     320145  48.773%  (72.806% of spam corpus)
# False positives:      2783  0.424%  (1.284% of nonspam, 202693 weighted)
# False negatives:    119581  18.218%  (27.194% of spam, 296432 weighted)
# Average score for spam:  8.3    nonspam: 0.8
# Average for false-pos:   7.2  false-neg: 2.5
# TOTAL:              656398  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26818  98.77%
# Correctly spam:      39442  71.95%
# False positives:       335  1.23%
# False negatives:     15376  28.05%
# TCR(l=50): 1.706344  SpamRecall: 71.951%  SpamPrec: 99.158%

##### 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: 208543  96.25%
# Correctly spam:     185478  42.18%
# False positives:      8129  3.75%
# False negatives:    254248  57.82%
# TCR(l=50): 0.665548  SpamRecall: 42.180%  SpamPrec: 95.801%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26073  96.02%
# Correctly spam:      23008  41.97%
# False positives:      1080  3.98%
# False negatives:     31810  58.03%
# TCR(l=50): 0.638830  SpamRecall: 41.972%  SpamPrec: 95.516%