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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 133066  38.748%  (97.727% of non-spam corpus)
# Correctly spam:     196927  57.344%  (95.018% of spam corpus)
# False positives:      3095  0.901%  (2.273% of nonspam, 147987 weighted)
# False negatives:     10326  3.007%  (4.982% of spam,  29671 weighted)
# Average score for spam:  13.8    nonspam: 0.6
# Average for false-pos:   6.3  false-neg: 2.9
# TOTAL:              343414  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16643  97.63%
# Correctly spam:      24638  94.93%
# False positives:       404  2.37%
# False negatives:      1315  5.07%
# TCR(l=50): 1.206275  SpamRecall: 94.933%  SpamPrec: 98.387%

##### 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: 134845  99.03%
# Correctly spam:     124324  59.99%
# False positives:      1316  0.97%
# False negatives:     82929  40.01%
# TCR(l=50): 1.393494  SpamRecall: 59.987%  SpamPrec: 98.953%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16870  98.96%
# Correctly spam:      15482  59.65%
# False positives:       177  1.04%
# False negatives:     10471  40.35%
# TCR(l=50): 1.343253  SpamRecall: 59.654%  SpamPrec: 98.870%