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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 461277  42.718%  (99.413% of non-spam corpus)
# Correctly spam:     474808  43.971%  (77.101% of spam corpus)
# False positives:      2725  0.252%  (0.587% of nonspam, 105278 weighted)
# False negatives:    141021  13.060%  (22.899% of spam, 311259 weighted)
# Average score for spam:  9.8    nonspam: 0.7
# Average for false-pos:   5.8  false-neg: 2.2
# TOTAL:              1079831  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  57568  99.47%
# Correctly spam:      59523  77.38%
# False positives:       307  0.53%
# False negatives:     17397  22.62%
# TCR(l=50): 2.348917  SpamRecall: 77.383%  SpamPrec: 99.487%

##### 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: 447748  96.50%
# Correctly spam:     274936  44.64%
# False positives:     16254  3.50%
# False negatives:    340893  55.36%
# TCR(l=50): 0.533836  SpamRecall: 44.645%  SpamPrec: 94.418%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  55833  96.47%
# Correctly spam:      34322  44.62%
# False positives:      2042  3.53%
# False negatives:     42598  55.38%
# TCR(l=50): 0.531590  SpamRecall: 44.620%  SpamPrec: 94.385%