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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 282623  45.523%  (99.599% of non-spam corpus)
# Correctly spam:     124245  20.012%  (36.859% of spam corpus)
# False positives:      1138  0.183%  (0.401% of nonspam,  42515 weighted)
# False negatives:    212836  34.282%  (63.141% of spam, 498217 weighted)
# Average score for spam:  4.8    nonspam: 1.0
# Average for false-pos:   6.3  false-neg: 2.3
# TOTAL:              620842  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35319  99.53%
# Correctly spam:      15703  37.37%
# False positives:       167  0.47%
# False negatives:     26315  62.63%
# TCR(l=50): 1.212116  SpamRecall: 37.372%  SpamPrec: 98.948%

##### 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: 279048  98.34%
# Correctly spam:      49881  14.80%
# False positives:      4713  1.66%
# False negatives:    287200  85.20%
# TCR(l=50): 0.644699  SpamRecall: 14.798%  SpamPrec: 91.367%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34908  98.37%
# Correctly spam:       6248  14.87%
# False positives:       578  1.63%
# False negatives:     35770  85.13%
# TCR(l=50): 0.649729  SpamRecall: 14.870%  SpamPrec: 91.532%