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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150855  24.575%  (98.883% of non-spam corpus)
# Correctly spam:     250634  40.830%  (54.333% of spam corpus)
# False positives:      1704  0.278%  (1.117% of nonspam, 348722 weighted)
# False negatives:    210657  34.317%  (45.667% of spam, 850163 weighted)
# Average score for spam:  7.4    nonspam: -0.3
# Average for false-pos:   6.8  false-neg: 4.0
# TOTAL:              613850  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18968  98.90%
# Correctly spam:      25168  43.77%
# False positives:       211  1.10%
# False negatives:     32339  56.23%
# TCR(l=50): 1.340833  SpamRecall: 43.765%  SpamPrec: 99.169%

##### 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: 151352  99.21%
# Correctly spam:     131949  28.60%
# False positives:      1207  0.79%
# False negatives:    329342  71.40%
# TCR(l=50): 1.183732  SpamRecall: 28.604%  SpamPrec: 99.094%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19034  99.24%
# Correctly spam:      16476  28.65%
# False positives:       145  0.76%
# False negatives:     41031  71.35%
# TCR(l=50): 1.191090  SpamRecall: 28.650%  SpamPrec: 99.128%