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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 312973  49.094%  (99.622% of non-spam corpus)
# Correctly spam:     209628  32.883%  (64.833% of spam corpus)
# False positives:      1188  0.186%  (0.378% of nonspam,  75054 weighted)
# False negatives:    113706  17.836%  (35.167% of spam, 237448 weighted)
# Average score for spam:  8.4    nonspam: -0.0
# Average for false-pos:   6.1  false-neg: 2.1
# TOTAL:              637495  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39010  99.55%
# Correctly spam:      26189  65.05%
# False positives:       177  0.45%
# False negatives:     14068  34.95%
# TCR(l=50): 1.756567  SpamRecall: 65.055%  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: 313148  99.68%
# Correctly spam:     111503  34.49%
# False positives:      1013  0.32%
# False negatives:    211831  65.51%
# TCR(l=50): 1.231838  SpamRecall: 34.485%  SpamPrec: 99.100%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39063  99.68%
# Correctly spam:      13745  34.14%
# False positives:       124  0.32%
# False negatives:     26512  65.86%
# TCR(l=50): 1.230649  SpamRecall: 34.143%  SpamPrec: 99.106%