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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 662835  39.993%  (99.568% of non-spam corpus)
# Correctly spam:     810100  48.879%  (81.692% of spam corpus)
# False positives:      2877  0.174%  (0.432% of nonspam, 124396 weighted)
# False negatives:    181549  10.954%  (18.308% of spam, 405842 weighted)
# Average score for spam:  10.9    nonspam: 0.6
# Average for false-pos:   5.8  false-neg: 2.2
# TOTAL:              1657361  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  82573  99.44%
# Correctly spam:     101320  81.88%
# False positives:       461  0.56%
# False negatives:     22425  18.12%
# TCR(l=50): 2.721165  SpamRecall: 81.878%  SpamPrec: 99.547%

##### 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: 649994  97.64%
# Correctly spam:     416405  41.99%
# False positives:     15718  2.36%
# False negatives:    575244  58.01%
# TCR(l=50): 0.728541  SpamRecall: 41.991%  SpamPrec: 96.363%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  81165  97.75%
# Correctly spam:      51769  41.84%
# False positives:      1869  2.25%
# False negatives:     71976  58.16%
# TCR(l=50): 0.748038  SpamRecall: 41.835%  SpamPrec: 96.516%