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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 147672  31.157%  (99.264% of non-spam corpus)
# Correctly spam:     227308  47.959%  (69.899% of spam corpus)
# False positives:      1095  0.231%  (0.736% of nonspam, 147111 weighted)
# False negatives:     97888  20.653%  (30.101% of spam, 229913 weighted)
# Average score for spam:  20.1    nonspam: -1.0
# Average for false-pos:   6.1  false-neg: 2.3
# TOTAL:              473963  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18528  99.26%
# Correctly spam:      28340  69.94%
# False positives:       138  0.74%
# False negatives:     12183  30.06%
# TCR(l=50): 2.123513  SpamRecall: 69.936%  SpamPrec: 99.515%

##### 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: 148367  99.73%
# Correctly spam:     153368  47.16%
# False positives:       400  0.27%
# False negatives:    171828  52.84%
# TCR(l=50): 1.695248  SpamRecall: 47.162%  SpamPrec: 99.740%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18620  99.75%
# Correctly spam:      19004  46.90%
# False positives:        46  0.25%
# False negatives:     21519  53.10%
# TCR(l=50): 1.701289  SpamRecall: 46.897%  SpamPrec: 99.759%