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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 530282  42.827%  (99.679% of non-spam corpus)
# Correctly spam:     549739  44.398%  (77.843% of spam corpus)
# False positives:      1707  0.138%  (0.321% of nonspam,  66728 weighted)
# False negatives:    156472  12.637%  (22.157% of spam, 400295 weighted)
# Average score for spam:  11.2    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 2.6
# TOTAL:              1238200  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  66257  99.71%
# Correctly spam:      68595  77.85%
# False positives:       196  0.29%
# False negatives:     19514  22.15%
# TCR(l=50): 3.005697  SpamRecall: 77.852%  SpamPrec: 99.715%

##### 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: 518848  97.53%
# Correctly spam:     335657  47.53%
# False positives:     13141  2.47%
# False negatives:    370554  52.47%
# TCR(l=50): 0.687240  SpamRecall: 47.529%  SpamPrec: 96.232%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  64771  97.47%
# Correctly spam:      42138  47.82%
# False positives:      1682  2.53%
# False negatives:     45971  52.18%
# TCR(l=50): 0.677392  SpamRecall: 47.825%  SpamPrec: 96.162%