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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 247922  49.634%  (99.879% of non-spam corpus)
# Correctly spam:     219395  43.923%  (87.312% of spam corpus)
# False positives:       300  0.060%  (0.121% of nonspam,  18976 weighted)
# False negatives:     31883  6.383%  (12.688% of spam,  55625 weighted)
# Average score for spam:  18.0    nonspam: -2.8
# Average for false-pos:   6.2  false-neg: 1.7
# TOTAL:              499500  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30924  99.85%
# Correctly spam:      27277  86.97%
# False positives:        47  0.15%
# False negatives:      4088  13.03%
# TCR(l=50): 4.871855  SpamRecall: 86.966%  SpamPrec: 99.828%

##### 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: 246325  99.24%
# Correctly spam:     163968  65.25%
# False positives:      1897  0.76%
# False negatives:     87310  34.75%
# TCR(l=50): 1.379436  SpamRecall: 65.254%  SpamPrec: 98.856%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30756  99.31%
# Correctly spam:      20415  65.09%
# False positives:       215  0.69%
# False negatives:     10950  34.91%
# TCR(l=50): 1.445392  SpamRecall: 65.088%  SpamPrec: 98.958%