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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 163864  35.317%  (98.028% of non-spam corpus)
# Correctly spam:     277120  59.726%  (93.361% of spam corpus)
# False positives:      3296  0.710%  (1.972% of nonspam, 198574 weighted)
# False negatives:     19706  4.247%  (6.639% of spam,  57940 weighted)
# Average score for spam:  13.2    nonspam: -0.2
# Average for false-pos:   6.8  false-neg: 2.9
# TOTAL:              463986  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20647  98.09%
# Correctly spam:      34677  93.66%
# False positives:       401  1.91%
# False negatives:      2347  6.34%
# TCR(l=50): 1.653079  SpamRecall: 93.661%  SpamPrec: 98.857%

##### 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: 165040  98.73%
# Correctly spam:     205920  69.37%
# False positives:      2120  1.27%
# False negatives:     90906  30.63%
# TCR(l=50): 1.507450  SpamRecall: 69.374%  SpamPrec: 98.981%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20782  98.74%
# Correctly spam:      25728  69.49%
# False positives:       266  1.26%
# False negatives:     11296  30.51%
# TCR(l=50): 1.505285  SpamRecall: 69.490%  SpamPrec: 98.977%