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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 168274  28.960%  (99.696% of non-spam corpus)
# Correctly spam:     408961  70.383%  (99.200% of spam corpus)
# False positives:       513  0.088%  (0.304% of nonspam,  77517 weighted)
# False negatives:      3299  0.568%  (0.800% of spam,  10905 weighted)
# Average score for spam:  22.2    nonspam: -1.1
# Average for false-pos:   6.2  false-neg: 3.3
# TOTAL:              581047  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21200  99.70%
# Correctly spam:      50963  99.17%
# False positives:        63  0.30%
# False negatives:       424  0.83%
# TCR(l=50): 14.378008  SpamRecall: 99.175%  SpamPrec: 99.877%

##### 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: 168641  99.91%
# Correctly spam:     392335  95.17%
# False positives:       146  0.09%
# False negatives:     19925  4.83%
# TCR(l=50): 15.142700  SpamRecall: 95.167%  SpamPrec: 99.963%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21248  99.93%
# Correctly spam:      48991  95.34%
# False positives:        15  0.07%
# False negatives:      2396  4.66%
# TCR(l=50): 16.334075  SpamRecall: 95.337%  SpamPrec: 99.969%