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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150321  38.549%  (97.797% of non-spam corpus)
# Correctly spam:     123814  31.751%  (52.409% of spam corpus)
# False positives:      3386  0.868%  (2.203% of nonspam, 154767 weighted)
# False negatives:    112431  28.832%  (47.591% of spam, 368121 weighted)
# Average score for spam:  6.6    nonspam: 0.8
# Average for false-pos:   5.9  false-neg: 3.3
# TOTAL:              389952  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18846  97.47%
# Correctly spam:      15565  52.66%
# False positives:       489  2.53%
# False negatives:     13990  47.34%
# TCR(l=50): 0.768861  SpamRecall: 52.665%  SpamPrec: 96.954%

##### 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: 149873  97.51%
# Correctly spam:      68980  29.20%
# False positives:      3834  2.49%
# False negatives:    167265  70.80%
# TCR(l=50): 0.658128  SpamRecall: 29.199%  SpamPrec: 94.735%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18834  97.41%
# Correctly spam:       8588  29.06%
# False positives:       501  2.59%
# False negatives:     20967  70.94%
# TCR(l=50): 0.642263  SpamRecall: 29.058%  SpamPrec: 94.488%