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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 178668  16.450%  (93.245% of non-spam corpus)
# Correctly spam:     746837  68.762%  (83.492% of spam corpus)
# False positives:     12944  1.192%  (6.755% of nonspam, 1610756 weighted)
# False negatives:    147662  13.595%  (16.508% of spam, 302275 weighted)
# Average score for spam:  8.3    nonspam: 0.6
# Average for false-pos:   5.3  false-neg: 2.0
# TOTAL:              1086111  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22445  93.38%
# Correctly spam:      93916  84.09%
# False positives:      1590  6.62%
# False negatives:     17771  15.91%
# TCR(l=50): 1.148205  SpamRecall: 84.089%  SpamPrec: 98.335%

##### 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: 189801  99.05%
# Correctly spam:     182178  20.37%
# False positives:      1811  0.95%
# False negatives:    712321  79.63%
# TCR(l=50): 1.114125  SpamRecall: 20.366%  SpamPrec: 99.016%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23808  99.06%
# Correctly spam:      22782  20.40%
# False positives:       227  0.94%
# False negatives:     88905  79.60%
# TCR(l=50): 1.114029  SpamRecall: 20.398%  SpamPrec: 99.013%
