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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 296079  27.997%  (97.186% of non-spam corpus)
# Correctly spam:     407194  38.504%  (54.084% of spam corpus)
# False positives:      8572  0.811%  (2.814% of nonspam, 619721 weighted)
# False negatives:    345698  32.689%  (45.916% of spam, 920061 weighted)
# Average score for spam:  6.2    nonspam: 1.1
# Average for false-pos:   5.9  false-neg: 2.7
# TOTAL:              1057543  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36797  96.81%
# Correctly spam:      50999  54.33%
# False positives:      1214  3.19%
# False negatives:     42869  45.67%
# TCR(l=50): 0.906333  SpamRecall: 54.331%  SpamPrec: 97.675%

##### 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: 296157  97.21%
# Correctly spam:     318202  42.26%
# False positives:      8494  2.79%
# False negatives:    434690  57.74%
# TCR(l=50): 0.876077  SpamRecall: 42.264%  SpamPrec: 97.400%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36919  97.13%
# Correctly spam:      39839  42.44%
# False positives:      1092  2.87%
# False negatives:     54029  57.56%
# TCR(l=50): 0.864115  SpamRecall: 42.442%  SpamPrec: 97.332%