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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 348380  47.174%  (99.279% of non-spam corpus)
# Correctly spam:     159343  21.577%  (41.111% of spam corpus)
# False positives:      2530  0.343%  (0.721% of nonspam,  86362 weighted)
# False negatives:    228246  30.907%  (58.889% of spam, 469191 weighted)
# Average score for spam:  4.8    nonspam: 0.7
# Average for false-pos:   6.2  false-neg: 2.1
# TOTAL:              738499  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  43416  99.24%
# Correctly spam:      20054  41.52%
# False positives:       333  0.76%
# False negatives:     28243  58.48%
# TCR(l=50): 1.075825  SpamRecall: 41.522%  SpamPrec: 98.367%

##### 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: 343923  98.01%
# Correctly spam:      96378  24.87%
# False positives:      6987  1.99%
# False negatives:    291211  75.13%
# TCR(l=50): 0.605077  SpamRecall: 24.866%  SpamPrec: 93.240%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  42869  97.99%
# Correctly spam:      12149  25.15%
# False positives:       880  2.01%
# False negatives:     36148  74.85%
# TCR(l=50): 0.602598  SpamRecall: 25.155%  SpamPrec: 93.246%
