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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 149882  35.067%  (94.019% of non-spam corpus)
# Correctly spam:     155001  36.264%  (57.835% of spam corpus)
# False positives:      9535  2.231%  (5.981% of nonspam, 493542 weighted)
# False negatives:    113004  26.439%  (42.165% of spam, 287871 weighted)
# Average score for spam:  6.4    nonspam: 1.3
# Average for false-pos:   6.2  false-neg: 2.5
# TOTAL:              427422  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18862  93.94%
# Correctly spam:      19271  57.53%
# False positives:      1217  6.06%
# False negatives:     14229  42.47%
# TCR(l=50): 0.446197  SpamRecall: 57.525%  SpamPrec: 94.060%

##### 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: 150644  94.50%
# Correctly spam:      43761  16.33%
# False positives:      8773  5.50%
# False negatives:    224244  83.67%
# TCR(l=50): 0.404295  SpamRecall: 16.328%  SpamPrec: 83.300%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18975  94.50%
# Correctly spam:       5364  16.01%
# False positives:      1104  5.50%
# False negatives:     28136  83.99%
# TCR(l=50): 0.401987  SpamRecall: 16.012%  SpamPrec: 82.931%