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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 180449  20.934%  (96.299% of non-spam corpus)
# Correctly spam:     618904  71.799%  (91.742% of spam corpus)
# False positives:      6935  0.805%  (3.701% of nonspam, 787974 weighted)
# False negatives:     55709  6.463%  (8.258% of spam, 202713 weighted)
# Average score for spam:  8.4    nonspam: 0.9
# Average for false-pos:   6.3  false-neg: 3.6
# TOTAL:              861997  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22635  96.26%
# Correctly spam:      77312  91.86%
# False positives:       880  3.74%
# False negatives:      6851  8.14%
# TCR(l=50): 1.655090  SpamRecall: 91.860%  SpamPrec: 98.875%

##### 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: 181426  96.82%
# Correctly spam:     102388  15.18%
# False positives:      5958  3.18%
# False negatives:    572225  84.82%
# TCR(l=50): 0.775306  SpamRecall: 15.177%  SpamPrec: 94.501%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22794  96.93%
# Correctly spam:      12707  15.10%
# False positives:       721  3.07%
# False negatives:     71456  84.90%
# TCR(l=50): 0.782868  SpamRecall: 15.098%  SpamPrec: 94.631%