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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 312959  49.052%  (99.617% of non-spam corpus)
# Correctly spam:     209957  32.908%  (64.832% of spam corpus)
# False positives:      1202  0.188%  (0.383% of nonspam,  75934 weighted)
# False negatives:    113891  17.851%  (35.168% of spam, 238588 weighted)
# Average score for spam:  8.5    nonspam: -0.0
# Average for false-pos:   6.1  false-neg: 2.1
# TOTAL:              638009  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39009  99.55%
# Correctly spam:      26191  64.92%
# False positives:       178  0.45%
# False negatives:     14153  35.08%
# TCR(l=50): 1.750054  SpamRecall: 64.919%  SpamPrec: 99.325%

##### 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: 313148  99.68%
# Correctly spam:     111677  34.48%
# False positives:      1013  0.32%
# False negatives:    212171  65.52%
# TCR(l=50): 1.232200  SpamRecall: 34.484%  SpamPrec: 99.101%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39063  99.68%
# Correctly spam:      13792  34.19%
# False positives:       124  0.32%
# False negatives:     26552  65.81%
# TCR(l=50): 1.231803  SpamRecall: 34.186%  SpamPrec: 99.109%