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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 312910  41.293%  (99.712% of non-spam corpus)
# Correctly spam:     341585  45.077%  (76.940% of spam corpus)
# False positives:       905  0.119%  (0.288% of nonspam,  40408 weighted)
# False negatives:    102376  13.510%  (23.060% of spam, 171001 weighted)
# Average score for spam:  8.8    nonspam: 0.5
# Average for false-pos:   6.3  false-neg: 1.7
# TOTAL:              757776  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39031  99.70%
# Correctly spam:      42524  76.85%
# False positives:       117  0.30%
# False negatives:     12808  23.15%
# TCR(l=50): 2.965591  SpamRecall: 76.852%  SpamPrec: 99.726%

##### 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: 304158  96.92%
# Correctly spam:     235965  53.15%
# False positives:      9657  3.08%
# False negatives:    207996  46.85%
# TCR(l=50): 0.642634  SpamRecall: 53.150%  SpamPrec: 96.068%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37923  96.87%
# Correctly spam:      29442  53.21%
# False positives:      1225  3.13%
# False negatives:     25890  46.79%
# TCR(l=50): 0.634978  SpamRecall: 53.210%  SpamPrec: 96.005%