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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 261446  28.655%  (99.791% of non-spam corpus)
# Correctly spam:     585867  64.213%  (90.080% of spam corpus)
# False positives:       548  0.060%  (0.209% of nonspam,  93743 weighted)
# False negatives:     64520  7.072%  (9.920% of spam, 141904 weighted)
# Average score for spam:  15.9    nonspam: -2.5
# Average for false-pos:   6.9  false-neg: 2.2
# TOTAL:              912381  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32673  99.77%
# Correctly spam:      73026  90.01%
# False positives:        76  0.23%
# False negatives:      8102  9.99%
# TCR(l=50): 6.816333  SpamRecall: 90.013%  SpamPrec: 99.896%

##### 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: 260274  99.34%
# Correctly spam:     478850  73.63%
# False positives:      1720  0.66%
# False negatives:    171537  26.37%
# TCR(l=50): 2.525412  SpamRecall: 73.625%  SpamPrec: 99.642%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32524  99.31%
# Correctly spam:      59725  73.62%
# False positives:       225  0.69%
# False negatives:     21403  26.38%
# TCR(l=50): 2.484550  SpamRecall: 73.618%  SpamPrec: 99.625%