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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 191638  38.083%  (95.712% of non-spam corpus)
# Correctly spam:     262079  52.081%  (86.497% of spam corpus)
# False positives:      8586  1.706%  (4.288% of nonspam, 402891 weighted)
# False negatives:     40912  8.130%  (13.503% of spam, 121584 weighted)
# Average score for spam:  10.5    nonspam: 1.0
# Average for false-pos:   6.2  false-neg: 3.0
# TOTAL:              503215  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23873  95.37%
# Correctly spam:      33084  87.47%
# False positives:      1158  4.63%
# False negatives:      4740  12.53%
# TCR(l=50): 0.603831  SpamRecall: 87.468%  SpamPrec: 96.618%

##### 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: 192916  96.35%
# Correctly spam:      90756  29.95%
# False positives:      7308  3.65%
# False negatives:    212235  70.05%
# TCR(l=50): 0.524537  SpamRecall: 29.953%  SpamPrec: 92.548%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24089  96.24%
# Correctly spam:      11217  29.66%
# False positives:       942  3.76%
# False negatives:     26607  70.34%
# TCR(l=50): 0.513167  SpamRecall: 29.656%  SpamPrec: 92.253%