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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 154880  37.622%  (99.660% of non-spam corpus)
# Correctly spam:     128801  31.287%  (50.260% of spam corpus)
# False positives:       529  0.128%  (0.340% of nonspam,  52520 weighted)
# False negatives:    127469  30.963%  (49.740% of spam, 288444 weighted)
# Average score for spam:  7.0    nonspam: -0.2
# Average for false-pos:   6.0  false-neg: 2.3
# TOTAL:              411679  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19491  99.68%
# Correctly spam:      16117  50.35%
# False positives:        63  0.32%
# False negatives:     15895  49.65%
# TCR(l=50): 1.680861  SpamRecall: 50.347%  SpamPrec: 99.611%

##### 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: 155152  99.83%
# Correctly spam:      87488  34.14%
# False positives:       257  0.17%
# False negatives:    168782  65.86%
# TCR(l=50): 1.410930  SpamRecall: 34.139%  SpamPrec: 99.707%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19523  99.84%
# Correctly spam:      10962  34.24%
# False positives:        31  0.16%
# False negatives:     21050  65.76%
# TCR(l=50): 1.416460  SpamRecall: 34.243%  SpamPrec: 99.718%