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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 179843  21.776%  (99.427% of non-spam corpus)
# Correctly spam:     611666  74.064%  (94.834% of spam corpus)
# False positives:      1037  0.126%  (0.573% of nonspam, 236051 weighted)
# False negatives:     33317  4.034%  (5.166% of spam,  93616 weighted)
# Average score for spam:  11.3    nonspam: -0.6
# Average for false-pos:   6.4  false-neg: 2.8
# TOTAL:              825863  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22605  99.51%
# Correctly spam:      76464  95.01%
# False positives:       111  0.49%
# False negatives:      4013  4.99%
# TCR(l=50): 8.415455  SpamRecall: 95.013%  SpamPrec: 99.855%

##### 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: 180382  99.72%
# Correctly spam:     197109  30.56%
# False positives:       498  0.28%
# False negatives:    447874  69.44%
# TCR(l=50): 1.364252  SpamRecall: 30.560%  SpamPrec: 99.748%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22656  99.74%
# Correctly spam:      24709  30.70%
# False positives:        60  0.26%
# False negatives:     55768  69.30%
# TCR(l=50): 1.369402  SpamRecall: 30.703%  SpamPrec: 99.758%