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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 185198  35.738%  (96.233% of non-spam corpus)
# Correctly spam:     258726  49.927%  (79.421% of spam corpus)
# False positives:      7249  1.399%  (3.767% of nonspam, 359411 weighted)
# False negatives:     67040  12.937%  (20.579% of spam, 194681 weighted)
# Average score for spam:  8.4    nonspam: 1.4
# Average for false-pos:   5.9  false-neg: 2.9
# TOTAL:              518213  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23127  95.84%
# Correctly spam:      32322  79.64%
# False positives:      1003  4.16%
# False negatives:      8263  20.36%
# TCR(l=50): 0.694794  SpamRecall: 79.640%  SpamPrec: 96.990%

##### 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: 185434  96.36%
# Correctly spam:     181446  55.70%
# False positives:      7013  3.64%
# False negatives:    144320  44.30%
# TCR(l=50): 0.658153  SpamRecall: 55.698%  SpamPrec: 96.279%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23249  96.35%
# Correctly spam:      22628  55.75%
# False positives:       881  3.65%
# False negatives:     17957  44.25%
# TCR(l=50): 0.654523  SpamRecall: 55.755%  SpamPrec: 96.252%