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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 171566  24.898%  (99.041% of non-spam corpus)
# Correctly spam:     329698  47.846%  (63.913% of spam corpus)
# False positives:      1662  0.241%  (0.959% of nonspam, 316077 weighted)
# False negatives:    186153  27.015%  (36.087% of spam, 478790 weighted)
# Average score for spam:  9.4    nonspam: -0.6
# Average for false-pos:   6.4  false-neg: 2.6
# TOTAL:              689079  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21577  99.11%
# Correctly spam:      41299  64.11%
# False positives:       193  0.89%
# False negatives:     23120  35.89%
# TCR(l=50): 1.965792  SpamRecall: 64.110%  SpamPrec: 99.535%

##### 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: 172345  99.49%
# Correctly spam:     174553  33.84%
# False positives:       883  0.51%
# False negatives:    341298  66.16%
# TCR(l=50): 1.338315  SpamRecall: 33.838%  SpamPrec: 99.497%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21668  99.53%
# Correctly spam:      21793  33.83%
# False positives:       102  0.47%
# False negatives:     42626  66.17%
# TCR(l=50): 1.349767  SpamRecall: 33.830%  SpamPrec: 99.534%