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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 530435  46.399%  (99.658% of non-spam corpus)
# Correctly spam:     475515  41.595%  (77.831% of spam corpus)
# False positives:      1820  0.159%  (0.342% of nonspam,  61685 weighted)
# False negatives:    135444  11.848%  (22.169% of spam, 297391 weighted)
# Average score for spam:  10.9    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 2.2
# TOTAL:              1143214  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  66285  99.69%
# Correctly spam:      59461  77.90%
# False positives:       204  0.31%
# False negatives:     16872  22.10%
# TCR(l=50): 2.819629  SpamRecall: 77.897%  SpamPrec: 99.658%

##### 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: 516820  97.10%
# Correctly spam:     270046  44.20%
# False positives:     15435  2.90%
# False negatives:    340913  55.80%
# TCR(l=50): 0.549096  SpamRecall: 44.200%  SpamPrec: 94.593%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  64580  97.13%
# Correctly spam:      33614  44.04%
# False positives:      1909  2.87%
# False negatives:     42719  55.96%
# TCR(l=50): 0.552461  SpamRecall: 44.036%  SpamPrec: 94.626%