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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 294323  22.042%  (95.750% of non-spam corpus)
# Correctly spam:     883654  66.178%  (85.969% of spam corpus)
# False positives:     13063  0.978%  (4.250% of nonspam, 1284145 weighted)
# False negatives:    144221  10.801%  (14.031% of spam, 388750 weighted)
# Average score for spam:  7.3    nonspam: 1.5
# Average for false-pos:   5.9  false-neg: 2.7
# TOTAL:              1335261  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36638  95.57%
# Correctly spam:     110480  86.12%
# False positives:      1699  4.43%
# False negatives:     17808  13.88%
# TCR(l=50): 1.248448  SpamRecall: 86.119%  SpamPrec: 98.485%

##### 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: 294507  95.81%
# Correctly spam:     188758  18.36%
# False positives:     12879  4.19%
# False negatives:    839117  81.64%
# TCR(l=50): 0.693074  SpamRecall: 18.364%  SpamPrec: 93.613%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36766  95.90%
# Correctly spam:      23544  18.35%
# False positives:      1571  4.10%
# False negatives:    104744  81.65%
# TCR(l=50): 0.699903  SpamRecall: 18.352%  SpamPrec: 93.745%