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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 180524  29.587%  (96.328% of non-spam corpus)
# Correctly spam:     372519  61.054%  (88.121% of spam corpus)
# False positives:      6882  1.128%  (3.672% of nonspam, 490820 weighted)
# False negatives:     50217  8.230%  (11.879% of spam, 167985 weighted)
# Average score for spam:  8.3    nonspam: 0.9
# Average for false-pos:   6.3  false-neg: 3.3
# TOTAL:              610142  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22600  96.10%
# Correctly spam:      46442  88.20%
# False positives:       918  3.90%
# False negatives:      6213  11.80%
# TCR(l=50): 1.010400  SpamRecall: 88.201%  SpamPrec: 98.062%

##### 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: 181481  96.84%
# Correctly spam:      74540  17.63%
# False positives:      5925  3.16%
# False negatives:    348196  82.37%
# TCR(l=50): 0.655968  SpamRecall: 17.633%  SpamPrec: 92.637%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22773  96.83%
# Correctly spam:       9313  17.69%
# False positives:       745  3.17%
# False negatives:     43342  82.31%
# TCR(l=50): 0.653353  SpamRecall: 17.687%  SpamPrec: 92.593%