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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 255257  26.731%  (99.732% of non-spam corpus)
# Correctly spam:     616409  64.550%  (88.186% of spam corpus)
# False positives:       685  0.072%  (0.268% of nonspam, 123971 weighted)
# False negatives:     82576  8.647%  (11.814% of spam, 192795 weighted)
# Average score for spam:  18.3    nonspam: -0.7
# Average for false-pos:   6.6  false-neg: 2.3
# TOTAL:              954927  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31861  99.67%
# Correctly spam:      77058  88.36%
# False positives:       106  0.33%
# False negatives:     10149  11.64%
# TCR(l=50): 5.644831  SpamRecall: 88.362%  SpamPrec: 99.863%

##### 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: 253479  99.04%
# Correctly spam:     359996  51.50%
# False positives:      2463  0.96%
# False negatives:    338989  48.50%
# TCR(l=50): 1.512499  SpamRecall: 51.503%  SpamPrec: 99.320%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31674  99.08%
# Correctly spam:      44928  51.52%
# False positives:       293  0.92%
# False negatives:     42279  48.48%
# TCR(l=50): 1.531855  SpamRecall: 51.519%  SpamPrec: 99.352%