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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 434719  38.781%  (99.568% of non-spam corpus)
# Correctly spam:     510105  45.506%  (74.537% of spam corpus)
# False positives:      1884  0.168%  (0.432% of nonspam, 181034 weighted)
# False negatives:    174261  15.546%  (25.463% of spam, 383265 weighted)
# Average score for spam:  11.1    nonspam: -0.5
# Average for false-pos:   6.1  false-neg: 2.2
# TOTAL:              1120969  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  54190  99.57%
# Correctly spam:      63498  74.39%
# False positives:       236  0.43%
# False negatives:     21855  25.61%
# TCR(l=50): 2.536116  SpamRecall: 74.395%  SpamPrec: 99.630%

##### 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: 434649  99.55%
# Correctly spam:     319128  46.63%
# False positives:      1954  0.45%
# False negatives:    365238  53.37%
# TCR(l=50): 1.478310  SpamRecall: 46.631%  SpamPrec: 99.391%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  54208  99.60%
# Correctly spam:      39567  46.36%
# False positives:       218  0.40%
# False negatives:     45786  53.64%
# TCR(l=50): 1.505716  SpamRecall: 46.357%  SpamPrec: 99.452%