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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 178194  22.832%  (99.615% of non-spam corpus)
# Correctly spam:     289633  37.111%  (48.146% of spam corpus)
# False positives:       688  0.088%  (0.385% of nonspam, 142189 weighted)
# False negatives:    311940  39.969%  (51.854% of spam, 279296 weighted)
# Average score for spam:  6.9    nonspam: -0.2
# Average for false-pos:   6.1  false-neg: 0.9
# TOTAL:              780455  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22375  99.60%
# Correctly spam:      36356  48.37%
# False positives:        90  0.40%
# False negatives:     38808  51.63%
# TCR(l=50): 1.735568  SpamRecall: 48.369%  SpamPrec: 99.753%

##### 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: 178519  99.80%
# Correctly spam:     214979  35.74%
# False positives:       363  0.20%
# False negatives:    386594  64.26%
# TCR(l=50): 1.486305  SpamRecall: 35.736%  SpamPrec: 99.831%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22410  99.76%
# Correctly spam:      26948  35.85%
# False positives:        55  0.24%
# False negatives:     48216  64.15%
# TCR(l=50): 1.474787  SpamRecall: 35.852%  SpamPrec: 99.796%