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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 160883  17.136%  (99.560% of non-spam corpus)
# Correctly spam:     626677  66.749%  (80.626% of spam corpus)
# False positives:       711  0.076%  (0.440% of nonspam, 226353 weighted)
# False negatives:    150586  16.039%  (19.374% of spam, 201868 weighted)
# Average score for spam:  9.7    nonspam: -0.4
# Average for false-pos:   6.6  false-neg: 1.3
# TOTAL:              938857  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20255  99.46%
# Correctly spam:      78048  80.58%
# False positives:       109  0.54%
# False negatives:     18811  19.42%
# TCR(l=50): 3.992375  SpamRecall: 80.579%  SpamPrec: 99.861%

##### 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: 161269  99.80%
# Correctly spam:     339710  43.71%
# False positives:       325  0.20%
# False negatives:    437553  56.29%
# TCR(l=50): 1.712776  SpamRecall: 43.706%  SpamPrec: 99.904%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20336  99.86%
# Correctly spam:      42151  43.52%
# False positives:        28  0.14%
# False negatives:     54708  56.48%
# TCR(l=50): 1.726296  SpamRecall: 43.518%  SpamPrec: 99.934%