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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 267733  37.386%  (99.553% of non-spam corpus)
# Correctly spam:     256352  35.797%  (57.325% of spam corpus)
# False positives:      1201  0.168%  (0.447% of nonspam, 127059 weighted)
# False negatives:    190841  26.649%  (42.675% of spam, 369679 weighted)
# Average score for spam:  8.2    nonspam: -0.1
# Average for false-pos:   6.4  false-neg: 1.9
# TOTAL:              716127  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33474  99.55%
# Correctly spam:      32228  57.80%
# False positives:       150  0.45%
# False negatives:     23532  42.20%
# TCR(l=50): 1.796855  SpamRecall: 57.798%  SpamPrec: 99.537%

##### 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: 267518  99.47%
# Correctly spam:     147911  33.08%
# False positives:      1416  0.53%
# False negatives:    299282  66.92%
# TCR(l=50): 1.208362  SpamRecall: 33.075%  SpamPrec: 99.052%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33450  99.48%
# Correctly spam:      18528  33.23%
# False positives:       174  0.52%
# False negatives:     37232  66.77%
# TCR(l=50): 1.213968  SpamRecall: 33.228%  SpamPrec: 99.070%