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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 175858  33.051%  (99.240% of non-spam corpus)
# Correctly spam:     247582  46.532%  (69.767% of spam corpus)
# False positives:      1346  0.253%  (0.760% of nonspam, 172496 weighted)
# False negatives:    107287  20.164%  (30.233% of spam, 306429 weighted)
# Average score for spam:  15.3    nonspam: -0.2
# Average for false-pos:   6.4  false-neg: 2.9
# TOTAL:              532073  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22105  99.26%
# Correctly spam:      30867  69.78%
# False positives:       164  0.74%
# False negatives:     13365  30.22%
# TCR(l=50): 2.051101  SpamRecall: 69.784%  SpamPrec: 99.471%

##### 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: 176249  99.46%
# Correctly spam:     216890  61.12%
# False positives:       955  0.54%
# False negatives:    137979  38.88%
# TCR(l=50): 1.910682  SpamRecall: 61.118%  SpamPrec: 99.562%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22140  99.42%
# Correctly spam:      27026  61.10%
# False positives:       129  0.58%
# False negatives:     17206  38.90%
# TCR(l=50): 1.869800  SpamRecall: 61.101%  SpamPrec: 99.525%