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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 298725  55.622%  (95.842% of non-spam corpus)
# Correctly spam:      87876  16.362%  (38.990% of spam corpus)
# False positives:     12961  2.413%  (4.158% of nonspam, 281104 weighted)
# False negatives:    137503  25.603%  (61.010% of spam, 281985 weighted)
# Average score for spam:  4.7    nonspam: 1.4
# Average for false-pos:   6.0  false-neg: 2.1
# TOTAL:              537065  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37213  95.68%
# Correctly spam:      11028  39.07%
# False positives:      1680  4.32%
# False negatives:     17201  60.93%
# TCR(l=50): 0.278940  SpamRecall: 39.066%  SpamPrec: 86.780%

##### 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: 299226  96.00%
# Correctly spam:      46078  20.44%
# False positives:     12460  4.00%
# False negatives:    179301  79.56%
# TCR(l=50): 0.280916  SpamRecall: 20.445%  SpamPrec: 78.715%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37347  96.02%
# Correctly spam:       5694  20.17%
# False positives:      1546  3.98%
# False negatives:     22535  79.83%
# TCR(l=50): 0.282757  SpamRecall: 20.171%  SpamPrec: 78.646%
