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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 155514  49.177%  (97.658% of non-spam corpus)
# Correctly spam:     139654  44.162%  (88.958% of spam corpus)
# False positives:      3730  1.180%  (2.342% of nonspam, 118372 weighted)
# False negatives:     17335  5.482%  (11.042% of spam,  41730 weighted)
# Average score for spam:  12.9    nonspam: 0.5
# Average for false-pos:   6.4  false-neg: 2.4
# TOTAL:              316233  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19596  97.72%
# Correctly spam:      17613  89.19%
# False positives:       457  2.28%
# False negatives:      2134  10.81%
# TCR(l=50): 0.790386  SpamRecall: 89.193%  SpamPrec: 97.471%

##### 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: 157297  98.78%
# Correctly spam:      79042  50.35%
# False positives:      1947  1.22%
# False negatives:     77947  49.65%
# TCR(l=50): 0.895560  SpamRecall: 50.349%  SpamPrec: 97.596%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19821  98.84%
# Correctly spam:      10002  50.65%
# False positives:       232  1.16%
# False negatives:      9745  49.35%
# TCR(l=50): 0.925135  SpamRecall: 50.651%  SpamPrec: 97.733%