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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 229752  48.972%  (95.657% of non-spam corpus)
# Correctly spam:      77587  16.538%  (33.885% of spam corpus)
# False positives:     10430  2.223%  (4.343% of nonspam, 293911 weighted)
# False negatives:    151383  32.267%  (66.115% of spam, 394263 weighted)
# Average score for spam:  4.5    nonspam: 1.4
# Average for false-pos:   5.9  false-neg: 2.6
# TOTAL:              469152  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28575  95.11%
# Correctly spam:       9665  33.69%
# False positives:      1468  4.89%
# False negatives:     19019  66.31%
# TCR(l=50): 0.310369  SpamRecall: 33.695%  SpamPrec: 86.814%

##### 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: 230003  95.76%
# Correctly spam:      63523  27.74%
# False positives:     10179  4.24%
# False negatives:    165447  72.26%
# TCR(l=50): 0.339518  SpamRecall: 27.743%  SpamPrec: 86.189%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28769  95.76%
# Correctly spam:       7819  27.26%
# False positives:      1274  4.24%
# False negatives:     20865  72.74%
# TCR(l=50): 0.339195  SpamRecall: 27.259%  SpamPrec: 85.989%