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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 234986  37.936%  (98.605% of non-spam corpus)
# Correctly spam:     239016  38.586%  (62.714% of spam corpus)
# False positives:      3324  0.537%  (1.395% of nonspam, 163887 weighted)
# False negatives:    142104  22.941%  (37.286% of spam, 347372 weighted)
# Average score for spam:  6.4    nonspam: 0.8
# Average for false-pos:   6.2  false-neg: 2.4
# TOTAL:              619430  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29327  98.36%
# Correctly spam:      30010  63.17%
# False positives:       489  1.64%
# False negatives:     17496  36.83%
# TCR(l=50): 1.132551  SpamRecall: 63.171%  SpamPrec: 98.397%

##### 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: 230406  96.68%
# Correctly spam:     123911  32.51%
# False positives:      7904  3.32%
# False negatives:    257209  67.49%
# TCR(l=50): 0.584173  SpamRecall: 32.512%  SpamPrec: 94.004%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28807  96.62%
# Correctly spam:      15536  32.70%
# False positives:      1009  3.38%
# False negatives:     31970  67.30%
# TCR(l=50): 0.576389  SpamRecall: 32.703%  SpamPrec: 93.901%
