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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 391737  33.705%  (97.189% of non-spam corpus)
# Correctly spam:     669710  57.621%  (88.213% of spam corpus)
# False positives:     11332  0.975%  (2.811% of nonspam, 1424355 weighted)
# False negatives:     89486  7.699%  (11.787% of spam, 180834 weighted)
# Average score for spam:  16.3    nonspam: -1.9
# Average for false-pos:   6.7  false-neg: 2.0
# TOTAL:              1162265  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48801  97.04%
# Correctly spam:      83357  88.04%
# False positives:      1491  2.96%
# False negatives:     11329  11.96%
# TCR(l=50): 1.102551  SpamRecall: 88.035%  SpamPrec: 98.243%

##### 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: 398210  98.79%
# Correctly spam:     489235  64.44%
# False positives:      4859  1.21%
# False negatives:    269961  35.56%
# TCR(l=50): 1.480171  SpamRecall: 64.441%  SpamPrec: 99.017%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  49690  98.80%
# Correctly spam:      60943  64.36%
# False positives:       602  1.20%
# False negatives:     33743  35.64%
# TCR(l=50): 1.483107  SpamRecall: 64.363%  SpamPrec: 99.022%