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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 185299  50.202%  (99.603% of non-spam corpus)
# Correctly spam:     137852  37.348%  (75.301% of spam corpus)
# False positives:       738  0.200%  (0.397% of nonspam,  42992 weighted)
# False negatives:     45217  12.250%  (24.699% of spam, 108546 weighted)
# Average score for spam:  10.0    nonspam: -0.1
# Average for false-pos:   5.9  false-neg: 2.4
# TOTAL:              369106  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23257  99.62%
# Correctly spam:      17339  75.42%
# False positives:        88  0.38%
# False negatives:      5651  24.58%
# TCR(l=50): 2.287335  SpamRecall: 75.420%  SpamPrec: 99.495%

##### 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: 185621  99.78%
# Correctly spam:      95209  52.01%
# False positives:       416  0.22%
# False negatives:     87860  47.99%
# TCR(l=50): 1.684787  SpamRecall: 52.007%  SpamPrec: 99.565%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23298  99.80%
# Correctly spam:      12023  52.30%
# False positives:        47  0.20%
# False negatives:     10967  47.70%
# TCR(l=50): 1.726365  SpamRecall: 52.297%  SpamPrec: 99.611%