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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 323204  53.669%  (99.623% of non-spam corpus)
# Correctly spam:     170083  28.243%  (61.227% of spam corpus)
# False positives:      1224  0.203%  (0.377% of nonspam,  64160 weighted)
# False negatives:    107710  17.885%  (38.773% of spam, 208974 weighted)
# Average score for spam:  7.6    nonspam: -0.0
# Average for false-pos:   6.1  false-neg: 1.9
# TOTAL:              602221  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40279  99.64%
# Correctly spam:      21314  61.34%
# False positives:       144  0.36%
# False negatives:     13434  38.66%
# TCR(l=50): 1.684017  SpamRecall: 61.339%  SpamPrec: 99.329%

##### 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: 323416  99.69%
# Correctly spam:      83883  30.20%
# False positives:      1012  0.31%
# False negatives:    193910  69.80%
# TCR(l=50): 1.136121  SpamRecall: 30.196%  SpamPrec: 98.808%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40286  99.66%
# Correctly spam:      10405  29.94%
# False positives:       137  0.34%
# False negatives:     24343  70.06%
# TCR(l=50): 1.113968  SpamRecall: 29.944%  SpamPrec: 98.700%