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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 175276  15.008%  (96.179% of non-spam corpus)
# Correctly spam:     574557  49.197%  (58.294% of spam corpus)
# False positives:      6964  0.596%  (3.821% of nonspam, 1164478 weighted)
# False negatives:    411068  35.198%  (41.706% of spam, 1404382 weighted)
# Average score for spam:  8.2    nonspam: 0.9
# Average for false-pos:   6.2  false-neg: 3.4
# TOTAL:              1167865  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21943  95.86%
# Correctly spam:      71781  58.36%
# False positives:       948  4.14%
# False negatives:     51210  41.64%
# TCR(l=50): 1.247247  SpamRecall: 58.363%  SpamPrec: 98.697%

##### 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: 176384  96.79%
# Correctly spam:     102968  10.45%
# False positives:      5856  3.21%
# False negatives:    882657  89.55%
# TCR(l=50): 0.838504  SpamRecall: 10.447%  SpamPrec: 94.619%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22137  96.71%
# Correctly spam:      12857  10.45%
# False positives:       754  3.29%
# False negatives:    110134  89.55%
# TCR(l=50): 0.831953  SpamRecall: 10.454%  SpamPrec: 94.460%