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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 153260  46.722%  (99.568% of non-spam corpus)
# Correctly spam:     137004  41.767%  (78.694% of spam corpus)
# False positives:       665  0.203%  (0.432% of nonspam,  46696 weighted)
# False negatives:     37094  11.308%  (21.306% of spam,  84339 weighted)
# Average score for spam:  14.6    nonspam: -0.3
# Average for false-pos:   6.2  false-neg: 2.3
# TOTAL:              328023  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19280  99.58%
# Correctly spam:      17226  78.72%
# False positives:        81  0.42%
# False negatives:      4656  21.28%
# TCR(l=50): 2.513439  SpamRecall: 78.722%  SpamPrec: 99.532%

##### 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: 153576  99.77%
# Correctly spam:      73322  42.12%
# False positives:       349  0.23%
# False negatives:    100776  57.88%
# TCR(l=50): 1.472586  SpamRecall: 42.115%  SpamPrec: 99.526%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19312  99.75%
# Correctly spam:       9273  42.38%
# False positives:        49  0.25%
# False negatives:     12609  57.62%
# TCR(l=50): 1.453085  SpamRecall: 42.377%  SpamPrec: 99.474%