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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 158383  41.316%  (98.461% of non-spam corpus)
# Correctly spam:     213171  55.608%  (95.814% of spam corpus)
# False positives:      2476  0.646%  (1.539% of nonspam, 109519 weighted)
# False negatives:      9313  2.429%  (4.186% of spam,  24243 weighted)
# Average score for spam:  13.2    nonspam: -0.1
# Average for false-pos:   6.4  false-neg: 2.6
# TOTAL:              383343  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19977  98.52%
# Correctly spam:      26743  96.10%
# False positives:       300  1.48%
# False negatives:      1086  3.90%
# TCR(l=50): 1.730014  SpamRecall: 96.098%  SpamPrec: 98.891%

##### 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: 159428  99.11%
# Correctly spam:     139403  62.66%
# False positives:      1431  0.89%
# False negatives:     83081  37.34%
# TCR(l=50): 1.438806  SpamRecall: 62.658%  SpamPrec: 98.984%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20100  99.13%
# Correctly spam:      17528  62.98%
# False positives:       177  0.87%
# False negatives:     10301  37.02%
# TCR(l=50): 1.453136  SpamRecall: 62.985%  SpamPrec: 99.000%