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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 166825  50.894%  (99.564% of non-spam corpus)
# Correctly spam:     128207  39.113%  (80.013% of spam corpus)
# False positives:       730  0.223%  (0.436% of nonspam,  41202 weighted)
# False negatives:     32026  9.770%  (19.987% of spam,  74537 weighted)
# Average score for spam:  10.6    nonspam: -0.1
# Average for false-pos:   5.9  false-neg: 2.3
# TOTAL:              327788  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20997  99.55%
# Correctly spam:      16094  79.71%
# False positives:        95  0.45%
# False negatives:      4097  20.29%
# TCR(l=50): 2.282243  SpamRecall: 79.709%  SpamPrec: 99.413%

##### 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: 167150  99.76%
# Correctly spam:      84242  52.57%
# False positives:       405  0.24%
# False negatives:     75991  47.43%
# TCR(l=50): 1.664914  SpamRecall: 52.575%  SpamPrec: 99.522%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21029  99.70%
# Correctly spam:      10522  52.11%
# False positives:        63  0.30%
# False negatives:      9669  47.89%
# TCR(l=50): 1.575084  SpamRecall: 52.112%  SpamPrec: 99.405%