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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 247038  45.301%  (99.568% of non-spam corpus)
# Correctly spam:     270058  49.523%  (90.863% of spam corpus)
# False positives:      1071  0.196%  (0.432% of nonspam, 110659 weighted)
# False negatives:     27156  4.980%  (9.137% of spam,  60470 weighted)
# Average score for spam:  17.4    nonspam: -2.6
# Average for false-pos:   8.6  false-neg: 2.2
# TOTAL:              545323  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30822  99.56%
# Correctly spam:      33725  90.97%
# False positives:       137  0.44%
# False negatives:      3347  9.03%
# TCR(l=50): 3.635579  SpamRecall: 90.972%  SpamPrec: 99.595%

##### 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: 246427  99.32%
# Correctly spam:     235108  79.10%
# False positives:      1682  0.68%
# False negatives:     62106  20.90%
# TCR(l=50): 2.032844  SpamRecall: 79.104%  SpamPrec: 99.290%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30719  99.22%
# Correctly spam:      29398  79.30%
# False positives:       240  0.78%
# False negatives:      7674  20.70%
# TCR(l=50): 1.884314  SpamRecall: 79.300%  SpamPrec: 99.190%