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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 331016  31.483%  (96.820% of non-spam corpus)
# Correctly spam:     385447  36.660%  (54.324% of spam corpus)
# False positives:     10872  1.034%  (3.180% of nonspam, 661329 weighted)
# False negatives:    324089  30.824%  (45.676% of spam, 840894 weighted)
# Average score for spam:  6.3    nonspam: 1.1
# Average for false-pos:   5.9  false-neg: 2.6
# TOTAL:              1051424  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  41157  96.62%
# Correctly spam:      48266  54.52%
# False positives:      1440  3.38%
# False negatives:     40261  45.48%
# TCR(l=50): 0.788582  SpamRecall: 54.521%  SpamPrec: 97.103%

##### 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: 331141  96.86%
# Correctly spam:     303651  42.80%
# False positives:     10747  3.14%
# False negatives:    405885  57.20%
# TCR(l=50): 0.752237  SpamRecall: 42.796%  SpamPrec: 96.582%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  41248  96.83%
# Correctly spam:      37923  42.84%
# False positives:      1349  3.17%
# False negatives:     50604  57.16%
# TCR(l=50): 0.749886  SpamRecall: 42.838%  SpamPrec: 96.565%