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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 127585  42.275%  (98.895% of non-spam corpus)
# Correctly spam:     140921  46.694%  (81.556% of spam corpus)
# False positives:      1425  0.472%  (1.105% of nonspam, 157690 weighted)
# False negatives:     31869  10.560%  (18.444% of spam,  67545 weighted)
# Average score for spam:  11.2    nonspam: 0.2
# Average for false-pos:   8.3  false-neg: 2.1
# TOTAL:              301800  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16021  98.86%
# Correctly spam:      17691  81.41%
# False positives:       184  1.14%
# False negatives:      4039  18.59%
# TCR(l=50): 1.641363  SpamRecall: 81.413%  SpamPrec: 98.971%

##### 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: 127708  98.99%
# Correctly spam:      96513  55.86%
# False positives:      1302  1.01%
# False negatives:     76277  44.14%
# TCR(l=50): 1.222193  SpamRecall: 55.856%  SpamPrec: 98.669%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16048  99.03%
# Correctly spam:      12155  55.94%
# False positives:       157  0.97%
# False negatives:      9575  44.06%
# TCR(l=50): 1.247059  SpamRecall: 55.936%  SpamPrec: 98.725%