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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 140272  39.873%  (97.147% of non-spam corpus)
# Correctly spam:     112895  32.091%  (54.433% of spam corpus)
# False positives:      4119  1.171%  (2.853% of nonspam, 173923 weighted)
# False negatives:     94508  26.865%  (45.567% of spam, 287468 weighted)
# Average score for spam:  5.8    nonspam: 1.1
# Average for false-pos:   5.9  false-neg: 3.0
# TOTAL:              351794  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17581  97.08%
# Correctly spam:      14012  53.95%
# False positives:       529  2.92%
# False negatives:     11961  46.05%
# TCR(l=50): 0.676187  SpamRecall: 53.948%  SpamPrec: 96.362%

##### 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: 140134  97.05%
# Correctly spam:      87172  42.03%
# False positives:      4257  2.95%
# False negatives:    120231  57.97%
# TCR(l=50): 0.622680  SpamRecall: 42.030%  SpamPrec: 95.344%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17565  96.99%
# Correctly spam:      11106  42.76%
# False positives:       545  3.01%
# False negatives:     14867  57.24%
# TCR(l=50): 0.616687  SpamRecall: 42.760%  SpamPrec: 95.322%