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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 187128  47.259%  (99.170% of non-spam corpus)
# Correctly spam:     168953  42.669%  (81.515% of spam corpus)
# False positives:      1567  0.396%  (0.830% of nonspam, 110306 weighted)
# False negatives:     38312  9.676%  (18.485% of spam, 100653 weighted)
# Average score for spam:  12.5    nonspam: -0.4
# Average for false-pos:   6.4  false-neg: 2.6
# TOTAL:              395960  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23486  99.16%
# Correctly spam:      21150  81.49%
# False positives:       199  0.84%
# False negatives:      4803  18.51%
# TCR(l=50): 1.759168  SpamRecall: 81.493%  SpamPrec: 99.068%

##### 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: 187852  99.55%
# Correctly spam:     137170  66.18%
# False positives:       843  0.45%
# False negatives:     70095  33.82%
# TCR(l=50): 1.846541  SpamRecall: 66.181%  SpamPrec: 99.389%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23577  99.54%
# Correctly spam:      17002  65.51%
# False positives:       108  0.46%
# False negatives:      8951  34.49%
# TCR(l=50): 1.808445  SpamRecall: 65.511%  SpamPrec: 99.369%