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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 244890  46.670%  (99.562% of non-spam corpus)
# Correctly spam:     238003  45.357%  (85.378% of spam corpus)
# False positives:      1077  0.205%  (0.438% of nonspam, 104999 weighted)
# False negatives:     40762  7.768%  (14.622% of spam,  82010 weighted)
# Average score for spam:  16.4    nonspam: -0.9
# Average for false-pos:   8.6  false-neg: 2.0
# TOTAL:              524732  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30569  99.54%
# Correctly spam:      29784  85.41%
# False positives:       142  0.46%
# False negatives:      5088  14.59%
# TCR(l=50): 2.861175  SpamRecall: 85.409%  SpamPrec: 99.525%

##### 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: 244731  99.50%
# Correctly spam:     195931  70.29%
# False positives:      1236  0.50%
# False negatives:     82834  29.71%
# TCR(l=50): 1.927382  SpamRecall: 70.285%  SpamPrec: 99.373%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30534  99.42%
# Correctly spam:      24521  70.32%
# False positives:       177  0.58%
# False negatives:     10351  29.68%
# TCR(l=50): 1.816155  SpamRecall: 70.317%  SpamPrec: 99.283%