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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 320277  45.108%  (97.212% of non-spam corpus)
# Correctly spam:     314345  44.272%  (82.599% of spam corpus)
# False positives:      9185  1.294%  (2.788% of nonspam, 885564 weighted)
# False negatives:     66221  9.327%  (17.401% of spam, 151536 weighted)
# Average score for spam:  12.5    nonspam: -2.1
# Average for false-pos:   8.3  false-neg: 2.3
# TOTAL:              710028  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39907  97.16%
# Correctly spam:      39061  82.36%
# False positives:      1167  2.84%
# False negatives:      8368  17.64%
# TCR(l=50): 0.710888  SpamRecall: 82.357%  SpamPrec: 97.099%

##### 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: 325279  98.73%
# Correctly spam:     186543  49.02%
# False positives:      4183  1.27%
# False negatives:    194023  50.98%
# TCR(l=50): 0.943927  SpamRecall: 49.017%  SpamPrec: 97.807%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40545  98.71%
# Correctly spam:      23122  48.75%
# False positives:       529  1.29%
# False negatives:     24307  51.25%
# TCR(l=50): 0.934433  SpamRecall: 48.751%  SpamPrec: 97.763%