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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 143440  25.580%  (96.353% of non-spam corpus)
# Correctly spam:     227656  40.598%  (55.272% of spam corpus)
# False positives:      5429  0.968%  (3.647% of nonspam, 453465 weighted)
# False negatives:    184227  32.854%  (44.728% of spam, 525747 weighted)
# Average score for spam:  12.5    nonspam: 0.6
# Average for false-pos:   6.0  false-neg: 2.9
# TOTAL:              560752  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17993  96.33%
# Correctly spam:      28264  55.05%
# False positives:       686  3.67%
# False negatives:     23075  44.95%
# TCR(l=50): 0.894797  SpamRecall: 55.054%  SpamPrec: 97.630%

##### 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: 143182  96.18%
# Correctly spam:     179841  43.66%
# False positives:      5687  3.82%
# False negatives:    232042  56.34%
# TCR(l=50): 0.797617  SpamRecall: 43.663%  SpamPrec: 96.935%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17975  96.23%
# Correctly spam:      22256  43.35%
# False positives:       704  3.77%
# False negatives:     29083  56.65%
# TCR(l=50): 0.798640  SpamRecall: 43.351%  SpamPrec: 96.934%