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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 165383  16.069%  (94.120% of non-spam corpus)
# Correctly spam:     586299  56.967%  (68.695% of spam corpus)
# False positives:     10332  1.004%  (5.880% of nonspam, 1322823 weighted)
# False negatives:    267177  25.960%  (31.305% of spam, 439404 weighted)
# Average score for spam:  6.3    nonspam: 0.7
# Average for false-pos:   5.3  false-neg: 1.6
# TOTAL:              1029191  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20837  94.31%
# Correctly spam:      73328  68.89%
# False positives:      1256  5.69%
# False negatives:     33119  31.11%
# TCR(l=50): 1.109759  SpamRecall: 68.887%  SpamPrec: 98.316%

##### 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: 173582  98.79%
# Correctly spam:     244585  28.66%
# False positives:      2133  1.21%
# False negatives:    608891  71.34%
# TCR(l=50): 1.192770  SpamRecall: 28.658%  SpamPrec: 99.135%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21805  98.70%
# Correctly spam:      30619  28.76%
# False positives:       288  1.30%
# False negatives:     75828  71.24%
# TCR(l=50): 1.179756  SpamRecall: 28.765%  SpamPrec: 99.068%