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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 173258  39.842%  (96.720% of non-spam corpus)
# Correctly spam:     162034  37.261%  (63.362% of spam corpus)
# False positives:      5875  1.351%  (3.280% of nonspam, 253234 weighted)
# False negatives:     93694  21.546%  (36.638% of spam, 191267 weighted)
# Average score for spam:  7.2    nonspam: 1.2
# Average for false-pos:   6.0  false-neg: 2.0
# TOTAL:              434861  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21755  96.66%
# Correctly spam:      20367  63.75%
# False positives:       751  3.34%
# False negatives:     11580  36.25%
# TCR(l=50): 0.650254  SpamRecall: 63.752%  SpamPrec: 96.444%

##### 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: 173709  96.97%
# Correctly spam:      40212  15.72%
# False positives:      5424  3.03%
# False negatives:    215516  84.28%
# TCR(l=50): 0.525415  SpamRecall: 15.725%  SpamPrec: 88.115%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21815  96.93%
# Correctly spam:       5027  15.74%
# False positives:       691  3.07%
# False negatives:     26920  84.26%
# TCR(l=50): 0.519717  SpamRecall: 15.735%  SpamPrec: 87.915%