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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 101018  8.400%  (99.858% of non-spam corpus)
# Correctly spam:     1048668  87.205%  (95.215% of spam corpus)
# False positives:       144  0.012%  (0.142% of nonspam,  97263 weighted)
# False negatives:     52697  4.382%  (4.785% of spam, 118557 weighted)
# Average score for spam:  14.0    nonspam: -0.7
# Average for false-pos:   6.2  false-neg: 2.2
# TOTAL:              1202527  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  12753  99.74%
# Correctly spam:     130829  95.18%
# False positives:        33  0.26%
# False negatives:      6626  4.82%
# TCR(l=50): 16.608869  SpamRecall: 95.180%  SpamPrec: 99.975%

##### 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:  99057  97.92%
# Correctly spam:     808944  73.45%
# False positives:      2105  2.08%
# False negatives:    292421  26.55%
# TCR(l=50): 2.769538  SpamRecall: 73.449%  SpamPrec: 99.740%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  12509  97.83%
# Correctly spam:     100745  73.29%
# False positives:       277  2.17%
# False negatives:     36710  26.71%
# TCR(l=50): 2.718651  SpamRecall: 73.293%  SpamPrec: 99.726%