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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 169776  46.592%  (99.142% of non-spam corpus)
# Correctly spam:     144977  39.787%  (75.063% of spam corpus)
# False positives:      1470  0.403%  (0.858% of nonspam, 106309 weighted)
# False negatives:     48163  13.218%  (24.937% of spam, 133758 weighted)
# Average score for spam:  9.5    nonspam: -0.2
# Average for false-pos:   6.4  false-neg: 2.8
# TOTAL:              364386  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21384  99.15%
# Correctly spam:      18216  75.24%
# False positives:       183  0.85%
# False negatives:      5996  24.76%
# TCR(l=50): 1.598574  SpamRecall: 75.235%  SpamPrec: 99.005%

##### 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: 170359  99.48%
# Correctly spam:     115344  59.72%
# False positives:       887  0.52%
# False negatives:     77796  40.28%
# TCR(l=50): 1.581222  SpamRecall: 59.720%  SpamPrec: 99.237%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21452  99.47%
# Correctly spam:      14426  59.58%
# False positives:       115  0.53%
# False negatives:      9786  40.42%
# TCR(l=50): 1.558445  SpamRecall: 59.582%  SpamPrec: 99.209%