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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 157821  13.770%  (93.818% of non-spam corpus)
# Correctly spam:     691694  60.351%  (70.733% of spam corpus)
# False positives:     10399  0.907%  (6.182% of nonspam, 1607271 weighted)
# False negatives:    286197  24.971%  (29.267% of spam, 467395 weighted)
# Average score for spam:  6.6    nonspam: 0.8
# Average for false-pos:   5.3  false-neg: 1.6
# TOTAL:              1146111  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19869  93.75%
# Correctly spam:      86577  70.94%
# False positives:      1325  6.25%
# False negatives:     35471  29.06%
# TCR(l=50): 1.199831  SpamRecall: 70.937%  SpamPrec: 98.493%

##### 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: 165890  98.61%
# Correctly spam:     290696  29.73%
# False positives:      2330  1.39%
# False negatives:    687195  70.27%
# TCR(l=50): 1.216744  SpamRecall: 29.727%  SpamPrec: 99.205%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20906  98.64%
# Correctly spam:      36318  29.76%
# False positives:       288  1.36%
# False negatives:     85730  70.24%
# TCR(l=50): 1.218895  SpamRecall: 29.757%  SpamPrec: 99.213%