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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 815892  41.230%  (99.283% of non-spam corpus)
# Correctly spam:     1070740  54.108%  (92.536% of spam corpus)
# False positives:      5894  0.298%  (0.717% of nonspam, 706891 weighted)
# False negatives:     86366  4.364%  (7.464% of spam, 175025 weighted)
# Average score for spam:  16.3    nonspam: -2.5
# Average for false-pos:   8.5  false-neg: 2.0
# TOTAL:              1978892  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 100829  98.39%
# Correctly spam:     133764  92.59%
# False positives:      1648  1.61%
# False negatives:     10699  7.41%
# TCR(l=50): 1.551714  SpamRecall: 92.594%  SpamPrec: 98.783%

##### 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: 817644  99.50%
# Correctly spam:     865258  74.78%
# False positives:      4142  0.50%
# False negatives:    291848  25.22%
# TCR(l=50): 2.319091  SpamRecall: 74.778%  SpamPrec: 99.524%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 101965  99.50%
# Correctly spam:     107765  74.60%
# False positives:       512  0.50%
# False negatives:     36698  25.40%
# TCR(l=50): 2.318903  SpamRecall: 74.597%  SpamPrec: 99.527%