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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 149424  33.942%  (99.633% of non-spam corpus)
# Correctly spam:     154269  35.042%  (53.148% of spam corpus)
# False positives:       551  0.125%  (0.367% of nonspam,  63404 weighted)
# False negatives:    135993  30.891%  (46.852% of spam, 315569 weighted)
# Average score for spam:  8.4    nonspam: -0.3
# Average for false-pos:   5.9  false-neg: 2.3
# TOTAL:              440237  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18766  99.68%
# Correctly spam:      19087  52.63%
# False positives:        61  0.32%
# False negatives:     17176  47.37%
# TCR(l=50): 1.792890  SpamRecall: 52.635%  SpamPrec: 99.681%

##### 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: 149047  99.38%
# Correctly spam:      93708  32.28%
# False positives:       928  0.62%
# False negatives:    196554  67.72%
# TCR(l=50): 1.194720  SpamRecall: 32.284%  SpamPrec: 99.019%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18682  99.23%
# Correctly spam:      11628  32.07%
# False positives:       145  0.77%
# False negatives:     24635  67.93%
# TCR(l=50): 1.137306  SpamRecall: 32.066%  SpamPrec: 98.768%