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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 468078  41.298%  (99.438% of non-spam corpus)
# Correctly spam:     529275  46.697%  (79.868% of spam corpus)
# False positives:      2647  0.234%  (0.562% of nonspam, 107568 weighted)
# False negatives:    133413  11.771%  (20.132% of spam, 293532 weighted)
# Average score for spam:  10.8    nonspam: 0.7
# Average for false-pos:   5.8  false-neg: 2.2
# TOTAL:              1133413  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  58399  99.43%
# Correctly spam:      66145  80.01%
# False positives:       332  0.57%
# False negatives:     16522  19.99%
# TCR(l=50): 2.495834  SpamRecall: 80.014%  SpamPrec: 99.501%

##### 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: 454240  96.50%
# Correctly spam:     301204  45.45%
# False positives:     16485  3.50%
# False negatives:    361484  54.55%
# TCR(l=50): 0.558884  SpamRecall: 45.452%  SpamPrec: 94.811%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  56643  96.44%
# Correctly spam:      37868  45.81%
# False positives:      2088  3.56%
# False negatives:     44799  54.19%
# TCR(l=50): 0.554072  SpamRecall: 45.808%  SpamPrec: 94.774%