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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 291675  68.690%  (99.546% of non-spam corpus)
# Correctly spam:      97695  23.007%  (74.223% of spam corpus)
# False positives:      1329  0.313%  (0.454% of nonspam,  20712 weighted)
# False negatives:     33929  7.990%  (25.777% of spam,  49885 weighted)
# Average score for spam:  9.1    nonspam: 0.7
# Average for false-pos:   6.9  false-neg: 1.5
# TOTAL:              424628  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36411  99.53%
# Correctly spam:      12283  74.37%
# False positives:       172  0.47%
# False negatives:      4234  25.63%
# TCR(l=50): 1.286972  SpamRecall: 74.366%  SpamPrec: 98.619%

##### 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: 285779  97.53%
# Correctly spam:      76620  58.21%
# False positives:      7225  2.47%
# False negatives:     55004  41.79%
# TCR(l=50): 0.316211  SpamRecall: 58.211%  SpamPrec: 91.383%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35682  97.54%
# Correctly spam:       9725  58.88%
# False positives:       901  2.46%
# False negatives:      6792  41.12%
# TCR(l=50): 0.318603  SpamRecall: 58.879%  SpamPrec: 91.521%
