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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 453354  39.727%  (99.435% of non-spam corpus)
# Correctly spam:     537625  47.111%  (78.457% of spam corpus)
# False positives:      2577  0.226%  (0.565% of nonspam, 111406 weighted)
# False negatives:    147627  12.936%  (21.543% of spam, 311118 weighted)
# Average score for spam:  10.2    nonspam: 0.7
# Average for false-pos:   5.8  false-neg: 2.1
# TOTAL:              1141183  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  56511  99.43%
# Correctly spam:      67490  78.97%
# False positives:       323  0.57%
# False negatives:     17977  21.03%
# TCR(l=50): 2.504381  SpamRecall: 78.966%  SpamPrec: 99.524%

##### 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: 440122  96.53%
# Correctly spam:     314022  45.83%
# False positives:     15809  3.47%
# False negatives:    371230  54.17%
# TCR(l=50): 0.589880  SpamRecall: 45.826%  SpamPrec: 95.207%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  54843  96.50%
# Correctly spam:      39041  45.68%
# False positives:      1991  3.50%
# False negatives:     46426  54.32%
# TCR(l=50): 0.585487  SpamRecall: 45.680%  SpamPrec: 95.148%