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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 186358  47.420%  (99.612% of non-spam corpus)
# Correctly spam:     108286  27.554%  (52.588% of spam corpus)
# False positives:       726  0.185%  (0.388% of nonspam,  46609 weighted)
# False negatives:     97626  24.841%  (47.412% of spam, 213626 weighted)
# Average score for spam:  7.9    nonspam: -0.1
# Average for false-pos:   5.8  false-neg: 2.2
# TOTAL:              392996  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23385  99.60%
# Correctly spam:      13459  52.20%
# False positives:        95  0.40%
# False negatives:     12323  47.80%
# TCR(l=50): 1.510104  SpamRecall: 52.203%  SpamPrec: 99.299%

##### 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: 186679  99.78%
# Correctly spam:      78998  38.36%
# False positives:       405  0.22%
# False negatives:    126914  61.64%
# TCR(l=50): 1.399201  SpamRecall: 38.365%  SpamPrec: 99.490%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23431  99.79%
# Correctly spam:       9776  37.92%
# False positives:        49  0.21%
# False negatives:     16006  62.08%
# TCR(l=50): 1.396944  SpamRecall: 37.918%  SpamPrec: 99.501%