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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 149534  46.485%  (97.826% of non-spam corpus)
# Correctly spam:      87947  27.340%  (52.094% of spam corpus)
# False positives:      3323  1.033%  (2.174% of nonspam, 109696 weighted)
# False negatives:     80878  25.142%  (47.906% of spam, 240532 weighted)
# Average score for spam:  7.2    nonspam: 0.8
# Average for false-pos:   6.0  false-neg: 3.0
# TOTAL:              321682  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18752  97.53%
# Correctly spam:      11105  52.22%
# False positives:       475  2.47%
# False negatives:     10159  47.78%
# TCR(l=50): 0.627090  SpamRecall: 52.224%  SpamPrec: 95.898%

##### 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: 149117  97.55%
# Correctly spam:      55028  32.59%
# False positives:      3740  2.45%
# False negatives:    113797  67.41%
# TCR(l=50): 0.561259  SpamRecall: 32.595%  SpamPrec: 93.636%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18719  97.36%
# Correctly spam:       6944  32.66%
# False positives:       508  2.64%
# False negatives:     14320  67.34%
# TCR(l=50): 0.535347  SpamRecall: 32.656%  SpamPrec: 93.183%