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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 161515  42.618%  (98.026% of non-spam corpus)
# Correctly spam:     204173  53.874%  (95.313% of spam corpus)
# False positives:      3252  0.858%  (1.974% of nonspam, 132174 weighted)
# False negatives:     10040  2.649%  (4.687% of spam,  28457 weighted)
# Average score for spam:  12.9    nonspam: 0.5
# Average for false-pos:   6.3  false-neg: 2.8
# TOTAL:              378980  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20337  98.01%
# Correctly spam:      25595  95.41%
# False positives:       412  1.99%
# False negatives:      1230  4.59%
# TCR(l=50): 1.228814  SpamRecall: 95.415%  SpamPrec: 98.416%

##### 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: 163305  99.11%
# Correctly spam:     130316  60.83%
# False positives:      1462  0.89%
# False negatives:     83897  39.17%
# TCR(l=50): 1.364440  SpamRecall: 60.835%  SpamPrec: 98.891%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20584  99.20%
# Correctly spam:      16400  61.14%
# False positives:       165  0.80%
# False negatives:     10425  38.86%
# TCR(l=50): 1.436412  SpamRecall: 61.137%  SpamPrec: 99.004%