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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 180962  44.102%  (99.204% of non-spam corpus)
# Correctly spam:     137462  33.500%  (60.313% of spam corpus)
# False positives:      1452  0.354%  (0.796% of nonspam, 116377 weighted)
# False negatives:     90453  22.044%  (39.687% of spam, 241463 weighted)
# Average score for spam:  10.6    nonspam: -0.5
# Average for false-pos:   6.4  false-neg: 2.7
# TOTAL:              410329  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22765  99.35%
# Correctly spam:      17228  60.37%
# False positives:       150  0.65%
# False negatives:     11311  39.63%
# TCR(l=50): 1.517144  SpamRecall: 60.367%  SpamPrec: 99.137%

##### 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: 181754  99.64%
# Correctly spam:      66215  29.05%
# False positives:       660  0.36%
# False negatives:    161700  70.95%
# TCR(l=50): 1.170596  SpamRecall: 29.052%  SpamPrec: 99.013%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22841  99.68%
# Correctly spam:       8300  29.08%
# False positives:        74  0.32%
# False negatives:     20239  70.92%
# TCR(l=50): 1.192155  SpamRecall: 29.083%  SpamPrec: 99.116%