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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 164859  25.823%  (99.264% of non-spam corpus)
# Correctly spam:     444871  69.684%  (94.187% of spam corpus)
# False positives:      1223  0.192%  (0.736% of nonspam, 233029 weighted)
# False negatives:     27456  4.301%  (5.813% of spam,  81123 weighted)
# Average score for spam:  12.6    nonspam: -0.6
# Average for false-pos:   6.7  false-neg: 3.0
# TOTAL:              638409  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20746  99.22%
# Correctly spam:      55580  94.31%
# False positives:       163  0.78%
# False negatives:      3356  5.69%
# TCR(l=50): 5.122197  SpamRecall: 94.306%  SpamPrec: 99.708%

##### 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: 165485  99.64%
# Correctly spam:     243759  51.61%
# False positives:       597  0.36%
# False negatives:    228568  48.39%
# TCR(l=50): 1.827764  SpamRecall: 51.608%  SpamPrec: 99.756%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20835  99.65%
# Correctly spam:      30441  51.65%
# False positives:        74  0.35%
# False negatives:     28495  48.35%
# TCR(l=50): 1.830595  SpamRecall: 51.651%  SpamPrec: 99.757%