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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150156  20.802%  (99.237% of non-spam corpus)
# Correctly spam:     454286  62.936%  (79.628% of spam corpus)
# False positives:      1155  0.160%  (0.763% of nonspam, 279227 weighted)
# False negatives:    116224  16.101%  (20.372% of spam, 219321 weighted)
# Average score for spam:  14.2    nonspam: -0.5
# Average for false-pos:   6.4  false-neg: 1.9
# TOTAL:              721821  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18840  99.13%
# Correctly spam:      56593  79.48%
# False positives:       166  0.87%
# False negatives:     14612  20.52%
# TCR(l=50): 3.107760  SpamRecall: 79.479%  SpamPrec: 99.708%

##### 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: 150899  99.73%
# Correctly spam:     354343  62.11%
# False positives:       412  0.27%
# False negatives:    216167  37.89%
# TCR(l=50): 2.409584  SpamRecall: 62.110%  SpamPrec: 99.884%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18953  99.72%
# Correctly spam:      44232  62.12%
# False positives:        53  0.28%
# False negatives:     26973  37.88%
# TCR(l=50): 2.403707  SpamRecall: 62.119%  SpamPrec: 99.880%