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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 164852  43.861%  (98.116% of non-spam corpus)
# Correctly spam:     197543  52.559%  (95.050% of spam corpus)
# False positives:      3166  0.842%  (1.884% of nonspam, 122692 weighted)
# False negatives:     10288  2.737%  (4.950% of spam,  29193 weighted)
# Average score for spam:  13.4    nonspam: 0.5
# Average for false-pos:   6.3  false-neg: 2.8
# TOTAL:              375849  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20756  98.08%
# Correctly spam:      24721  94.95%
# False positives:       406  1.92%
# False negatives:      1316  5.05%
# TCR(l=50): 1.204524  SpamRecall: 94.946%  SpamPrec: 98.384%

##### 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: 166627  99.17%
# Correctly spam:     126529  60.88%
# False positives:      1391  0.83%
# False negatives:     81302  39.12%
# TCR(l=50): 1.377715  SpamRecall: 60.881%  SpamPrec: 98.913%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20998  99.23%
# Correctly spam:      15881  60.99%
# False positives:       164  0.77%
# False negatives:     10156  39.01%
# TCR(l=50): 1.418446  SpamRecall: 60.994%  SpamPrec: 98.978%