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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 193221  33.850%  (99.365% of non-spam corpus)
# Correctly spam:     352809  61.807%  (93.741% of spam corpus)
# False positives:      1235  0.216%  (0.635% of nonspam, 162686 weighted)
# False negatives:     23555  4.127%  (6.259% of spam,  71413 weighted)
# Average score for spam:  11.7    nonspam: -0.3
# Average for false-pos:   6.8  false-neg: 3.0
# TOTAL:              570820  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24202  99.40%
# Correctly spam:      44149  94.12%
# False positives:       146  0.60%
# False negatives:      2758  5.88%
# TCR(l=50): 4.663651  SpamRecall: 94.120%  SpamPrec: 99.670%

##### 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: 193728  99.63%
# Correctly spam:     180544  47.97%
# False positives:       728  0.37%
# False negatives:    195820  52.03%
# TCR(l=50): 1.620722  SpamRecall: 47.971%  SpamPrec: 99.598%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24250  99.60%
# Correctly spam:      22624  48.23%
# False positives:        98  0.40%
# False negatives:     24283  51.77%
# TCR(l=50): 1.607340  SpamRecall: 48.232%  SpamPrec: 99.569%