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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 159797  47.338%  (99.674% of non-spam corpus)
# Correctly spam:     167047  49.486%  (94.246% of spam corpus)
# False positives:       523  0.155%  (0.326% of nonspam,  43634 weighted)
# False negatives:     10198  3.021%  (5.754% of spam,  19590 weighted)
# Average score for spam:  16.0    nonspam: -2.8
# Average for false-pos:   7.5  false-neg: 1.9
# TOTAL:              337565  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20139  99.67%
# Correctly spam:      21029  94.41%
# False positives:        66  0.33%
# False negatives:      1246  5.59%
# TCR(l=50): 4.899912  SpamRecall: 94.406%  SpamPrec: 99.687%

##### 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: 159206  99.31%
# Correctly spam:     132412  74.71%
# False positives:      1114  0.69%
# False negatives:     44833  25.29%
# TCR(l=50): 1.763053  SpamRecall: 74.706%  SpamPrec: 99.166%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20058  99.27%
# Correctly spam:      16712  75.03%
# False positives:       147  0.73%
# False negatives:      5563  24.97%
# TCR(l=50): 1.725006  SpamRecall: 75.026%  SpamPrec: 99.128%