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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 247014  38.182%  (98.291% of non-spam corpus)
# Correctly spam:     350056  54.109%  (88.480% of spam corpus)
# False positives:      4295  0.664%  (1.709% of nonspam, 424341 weighted)
# False negatives:     45577  7.045%  (11.520% of spam,  92990 weighted)
# Average score for spam:  17.8    nonspam: -0.6
# Average for false-pos:   6.3  false-neg: 2.0
# TOTAL:              646942  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30840  98.31%
# Correctly spam:      43695  88.53%
# False positives:       529  1.69%
# False negatives:      5659  11.47%
# TCR(l=50): 1.537077  SpamRecall: 88.534%  SpamPrec: 98.804%

##### 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: 248400  98.84%
# Correctly spam:     279684  70.69%
# False positives:      2909  1.16%
# False negatives:    115949  29.31%
# TCR(l=50): 1.513521  SpamRecall: 70.693%  SpamPrec: 98.971%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31015  98.87%
# Correctly spam:      34861  70.63%
# False positives:       354  1.13%
# False negatives:     14493  29.37%
# TCR(l=50): 1.533066  SpamRecall: 70.635%  SpamPrec: 98.995%