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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 240702  21.667%  (99.543% of non-spam corpus)
# Correctly spam:     627021  56.441%  (72.145% of spam corpus)
# False positives:      1105  0.099%  (0.457% of nonspam, 257222 weighted)
# False negatives:    242097  21.792%  (27.855% of spam, 238727 weighted)
# Average score for spam:  9.6    nonspam: -0.5
# Average for false-pos:   6.5  false-neg: 1.0
# TOTAL:              1110925  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30117  99.53%
# Correctly spam:      78168  72.06%
# False positives:       143  0.47%
# False negatives:     30315  27.94%
# TCR(l=50): 2.895583  SpamRecall: 72.056%  SpamPrec: 99.817%

##### 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: 241341  99.81%
# Correctly spam:     394827  45.43%
# False positives:       466  0.19%
# False negatives:    474291  54.57%
# TCR(l=50): 1.746651  SpamRecall: 45.428%  SpamPrec: 99.882%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30204  99.81%
# Correctly spam:      49365  45.50%
# False positives:        56  0.19%
# False negatives:     59118  54.50%
# TCR(l=50): 1.752043  SpamRecall: 45.505%  SpamPrec: 99.887%