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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 194095  36.185%  (96.661% of non-spam corpus)
# Correctly spam:     143516  26.756%  (42.764% of spam corpus)
# False positives:      6704  1.250%  (3.339% of nonspam, 350861 weighted)
# False negatives:    192082  35.810%  (57.236% of spam, 491362 weighted)
# Average score for spam:  6.3    nonspam: 0.8
# Average for false-pos:   6.3  false-neg: 2.6
# TOTAL:              536397  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24251  96.56%
# Correctly spam:      18044  43.13%
# False positives:       864  3.44%
# False negatives:     23793  56.87%
# TCR(l=50): 0.624498  SpamRecall: 43.129%  SpamPrec: 95.431%

##### 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: 194932  97.08%
# Correctly spam:      55924  16.66%
# False positives:      5867  2.92%
# False negatives:    279674  83.34%
# TCR(l=50): 0.585661  SpamRecall: 16.664%  SpamPrec: 90.505%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24364  97.01%
# Correctly spam:       6975  16.67%
# False positives:       751  2.99%
# False negatives:     34862  83.33%
# TCR(l=50): 0.577763  SpamRecall: 16.672%  SpamPrec: 90.280%