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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 151409  32.508%  (97.822% of non-spam corpus)
# Correctly spam:     169893  36.477%  (54.632% of spam corpus)
# False positives:      3371  0.724%  (2.178% of nonspam, 201377 weighted)
# False negatives:    141086  30.292%  (45.368% of spam, 459601 weighted)
# Average score for spam:  8.8    nonspam: 0.9
# Average for false-pos:   5.9  false-neg: 3.3
# TOTAL:              465759  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18993  97.52%
# Correctly spam:      21150  54.51%
# False positives:       484  2.48%
# False negatives:     17650  45.49%
# TCR(l=50): 0.927121  SpamRecall: 54.510%  SpamPrec: 97.763%

##### 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: 151020  97.57%
# Correctly spam:      74171  23.85%
# False positives:      3760  2.43%
# False negatives:    236808  76.15%
# TCR(l=50): 0.732046  SpamRecall: 23.851%  SpamPrec: 95.175%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19015  97.63%
# Correctly spam:       9149  23.58%
# False positives:       462  2.37%
# False negatives:     29651  76.42%
# TCR(l=50): 0.735531  SpamRecall: 23.580%  SpamPrec: 95.193%