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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 175638  15.122%  (96.437% of non-spam corpus)
# Correctly spam:     571190  49.179%  (58.325% of spam corpus)
# False positives:      6489  0.559%  (3.563% of nonspam, 1091538 weighted)
# False negatives:    408130  35.140%  (41.675% of spam, 1392544 weighted)
# Average score for spam:  8.1    nonspam: 0.9
# Average for false-pos:   6.3  false-neg: 3.4
# TOTAL:              1161447  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21916  95.82%
# Correctly spam:      71372  58.40%
# False positives:       955  4.18%
# False negatives:     50846  41.60%
# TCR(l=50): 1.239584  SpamRecall: 58.397%  SpamPrec: 98.680%

##### 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: 176322  96.81%
# Correctly spam:     100659  10.28%
# False positives:      5805  3.19%
# False negatives:    878661  89.72%
# TCR(l=50): 0.837805  SpamRecall: 10.278%  SpamPrec: 94.547%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22113  96.69%
# Correctly spam:      12566  10.28%
# False positives:       758  3.31%
# False negatives:    109652  89.72%
# TCR(l=50): 0.828305  SpamRecall: 10.282%  SpamPrec: 94.311%