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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 153582  48.884%  (99.399% of non-spam corpus)
# Correctly spam:      85023  27.062%  (53.252% of spam corpus)
# False positives:       929  0.296%  (0.601% of nonspam,  64739 weighted)
# False negatives:     74640  23.758%  (46.748% of spam, 205352 weighted)
# Average score for spam:  7.5    nonspam: -0.2
# Average for false-pos:   6.7  false-neg: 2.8
# TOTAL:              314174  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19323  99.38%
# Correctly spam:      10674  53.06%
# False positives:       120  0.62%
# False negatives:      9443  46.94%
# TCR(l=50): 1.302661  SpamRecall: 53.060%  SpamPrec: 98.888%

##### 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: 154027  99.69%
# Correctly spam:      37958  23.77%
# False positives:       484  0.31%
# False negatives:    121705  76.23%
# TCR(l=50): 1.094294  SpamRecall: 23.774%  SpamPrec: 98.741%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19392  99.74%
# Correctly spam:       4750  23.61%
# False positives:        51  0.26%
# False negatives:     15367  76.39%
# TCR(l=50): 1.122788  SpamRecall: 23.612%  SpamPrec: 98.938%