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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 684777  53.680%  (99.584% of non-spam corpus)
# Correctly spam:     458457  35.938%  (77.965% of spam corpus)
# False positives:      2864  0.225%  (0.416% of nonspam,  72969 weighted)
# False negatives:    129573  10.157%  (22.035% of spam, 269942 weighted)
# Average score for spam:  11.0    nonspam: 0.6
# Average for false-pos:   6.0  false-neg: 2.1
# TOTAL:              1275671  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  85340  99.50%
# Correctly spam:      57308  78.08%
# False positives:       428  0.50%
# False negatives:     16091  21.92%
# TCR(l=50): 1.957777  SpamRecall: 78.077%  SpamPrec: 99.259%

##### 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: 672808  97.84%
# Correctly spam:     251563  42.78%
# False positives:     14833  2.16%
# False negatives:    336467  57.22%
# TCR(l=50): 0.545423  SpamRecall: 42.781%  SpamPrec: 94.432%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  83856  97.77%
# Correctly spam:      31277  42.61%
# False positives:      1912  2.23%
# False negatives:     42122  57.39%
# TCR(l=50): 0.532950  SpamRecall: 42.612%  SpamPrec: 94.239%