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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 565858  35.423%  (99.888% of non-spam corpus)
# Correctly spam:     959844  60.086%  (93.102% of spam corpus)
# False positives:       635  0.040%  (0.112% of nonspam,  75626 weighted)
# False negatives:     71116  4.452%  (6.898% of spam, 138225 weighted)
# Average score for spam:  17.3    nonspam: -2.3
# Average for false-pos:   6.5  false-neg: 1.9
# TOTAL:              1597453  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  70642  99.88%
# Correctly spam:     119680  93.01%
# False positives:        83  0.12%
# False negatives:      8992  6.99%
# TCR(l=50): 9.790899  SpamRecall: 93.012%  SpamPrec: 99.931%

##### 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: 564448  99.64%
# Correctly spam:     780529  75.71%
# False positives:      2045  0.36%
# False negatives:    250431  24.29%
# TCR(l=50): 2.923208  SpamRecall: 75.709%  SpamPrec: 99.739%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  70505  99.69%
# Correctly spam:      97143  75.50%
# False positives:       220  0.31%
# False negatives:     31529  24.50%
# TCR(l=50): 3.025512  SpamRecall: 75.497%  SpamPrec: 99.774%