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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 890647  38.814%  (98.022% of non-spam corpus)
# Correctly spam:     862912  37.606%  (62.259% of spam corpus)
# False positives:     17975  0.783%  (1.978% of nonspam, 1894117 weighted)
# False negatives:    523102  22.797%  (37.741% of spam, 1717057 weighted)
# Average score for spam:  8.6    nonspam: -1.8
# Average for false-pos:   6.9  false-neg: 3.3
# TOTAL:              2294636  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 111163  98.03%
# Correctly spam:     107941  62.31%
# False positives:      2239  1.97%
# False negatives:     65293  37.69%
# TCR(l=50): 0.977381  SpamRecall: 62.309%  SpamPrec: 97.968%

##### 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: 904175  99.51%
# Correctly spam:     609619  43.98%
# False positives:      4447  0.49%
# False negatives:    776395  56.02%
# TCR(l=50): 1.387756  SpamRecall: 43.984%  SpamPrec: 99.276%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 112827  99.49%
# Correctly spam:      76246  44.01%
# False positives:       575  0.51%
# False negatives:     96988  55.99%
# TCR(l=50): 1.377738  SpamRecall: 44.013%  SpamPrec: 99.252%