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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 145333  27.217%  (97.227% of non-spam corpus)
# Correctly spam:     311998  58.428%  (81.142% of spam corpus)
# False positives:      4145  0.776%  (2.773% of nonspam, 327441 weighted)
# False negatives:     72510  13.579%  (18.858% of spam, 183656 weighted)
# Average score for spam:  10.4    nonspam: 1.0
# Average for false-pos:   6.1  false-neg: 2.5
# TOTAL:              533986  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18160  96.81%
# Correctly spam:      38959  81.30%
# False positives:       598  3.19%
# False negatives:      8962  18.70%
# TCR(l=50): 1.233107  SpamRecall: 81.298%  SpamPrec: 98.488%

##### 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: 145072  97.05%
# Correctly spam:     127213  33.08%
# False positives:      4406  2.95%
# False negatives:    257295  66.92%
# TCR(l=50): 0.805092  SpamRecall: 33.085%  SpamPrec: 96.652%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18220  97.13%
# Correctly spam:      15844  33.06%
# False positives:       538  2.87%
# False negatives:     32077  66.94%
# TCR(l=50): 0.812537  SpamRecall: 33.063%  SpamPrec: 96.716%