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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 228978  34.445%  (98.784% of non-spam corpus)
# Correctly spam:     294392  44.286%  (67.995% of spam corpus)
# False positives:      2819  0.424%  (1.216% of nonspam, 161901 weighted)
# False negatives:    138567  20.845%  (32.005% of spam, 369535 weighted)
# Average score for spam:  8.3    nonspam: 0.8
# Average for false-pos:   6.1  false-neg: 2.7
# TOTAL:              664756  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28677  98.77%
# Correctly spam:      36325  67.33%
# False positives:       357  1.23%
# False negatives:     17628  32.67%
# TCR(l=50): 1.520745  SpamRecall: 67.327%  SpamPrec: 99.027%

##### 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: 224093  96.68%
# Correctly spam:     160020  36.96%
# False positives:      7704  3.32%
# False negatives:    272939  63.04%
# TCR(l=50): 0.657853  SpamRecall: 36.960%  SpamPrec: 95.407%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28096  96.77%
# Correctly spam:      19928  36.94%
# False positives:       938  3.23%
# False negatives:     34025  63.06%
# TCR(l=50): 0.666704  SpamRecall: 36.936%  SpamPrec: 95.505%