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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 297362  47.218%  (96.075% of non-spam corpus)
# Correctly spam:     116079  18.432%  (36.247% of spam corpus)
# False positives:     12149  1.929%  (3.925% of nonspam, 373984 weighted)
# False negatives:    204169  32.420%  (63.753% of spam, 471094 weighted)
# Average score for spam:  4.7    nonspam: 1.3
# Average for false-pos:   6.0  false-neg: 2.3
# TOTAL:              629759  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37059  95.96%
# Correctly spam:      14688  36.82%
# False positives:      1560  4.04%
# False negatives:     25208  63.18%
# TCR(l=50): 0.386559  SpamRecall: 36.816%  SpamPrec: 90.399%

##### 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: 297466  96.11%
# Correctly spam:      60116  18.77%
# False positives:     12045  3.89%
# False negatives:    260132  81.23%
# TCR(l=50): 0.371353  SpamRecall: 18.772%  SpamPrec: 83.308%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37145  96.18%
# Correctly spam:       7429  18.62%
# False positives:      1474  3.82%
# False negatives:     32467  81.38%
# TCR(l=50): 0.375785  SpamRecall: 18.621%  SpamPrec: 83.444%