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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 214073  39.901%  (97.776% of non-spam corpus)
# Correctly spam:     253875  47.320%  (79.945% of spam corpus)
# False positives:      4870  0.908%  (2.224% of nonspam, 601742 weighted)
# False negatives:     63686  11.871%  (20.055% of spam, 155824 weighted)
# Average score for spam:  10.2    nonspam: -0.4
# Average for false-pos:   8.5  false-neg: 2.4
# TOTAL:              536504  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26734  97.55%
# Correctly spam:      31540  79.66%
# False positives:       672  2.45%
# False negatives:      8051  20.34%
# TCR(l=50): 0.950541  SpamRecall: 79.665%  SpamPrec: 97.914%

##### 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: 215448  98.40%
# Correctly spam:     114742  36.13%
# False positives:      3495  1.60%
# False negatives:    202819  63.87%
# TCR(l=50): 0.841067  SpamRecall: 36.132%  SpamPrec: 97.044%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26947  98.33%
# Correctly spam:      14350  36.25%
# False positives:       459  1.67%
# False negatives:     25241  63.75%
# TCR(l=50): 0.821543  SpamRecall: 36.246%  SpamPrec: 96.901%
