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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 161400  38.261%  (97.867% of non-spam corpus)
# Correctly spam:     214093  50.752%  (83.329% of spam corpus)
# False positives:      3518  0.834%  (2.133% of nonspam, 161085 weighted)
# False negatives:     42831  10.153%  (16.671% of spam, 112262 weighted)
# Average score for spam:  10.8    nonspam: 0.9
# Average for false-pos:   5.9  false-neg: 2.6
# TOTAL:              421842  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20297  97.74%
# Correctly spam:      26838  83.63%
# False positives:       470  2.26%
# False negatives:      5255  16.37%
# TCR(l=50): 1.116084  SpamRecall: 83.626%  SpamPrec: 98.279%

##### 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: 161440  97.89%
# Correctly spam:      38825  15.11%
# False positives:      3478  2.11%
# False negatives:    218099  84.89%
# TCR(l=50): 0.655420  SpamRecall: 15.111%  SpamPrec: 91.778%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20318  97.84%
# Correctly spam:       4839  15.08%
# False positives:       449  2.16%
# False negatives:     27254  84.92%
# TCR(l=50): 0.645682  SpamRecall: 15.078%  SpamPrec: 91.509%