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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 181967  28.273%  (95.525% of non-spam corpus)
# Correctly spam:     416091  64.650%  (91.829% of spam corpus)
# False positives:      8525  1.325%  (4.475% of nonspam, 634290 weighted)
# False negatives:     37025  5.753%  (8.171% of spam, 107953 weighted)
# Average score for spam:  10.2    nonspam: 1.0
# Average for false-pos:   6.3  false-neg: 2.9
# TOTAL:              643608  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22694  94.94%
# Correctly spam:      51849  91.79%
# False positives:      1210  5.06%
# False negatives:      4637  8.21%
# TCR(l=50): 0.867188  SpamRecall: 91.791%  SpamPrec: 97.720%

##### 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: 182782  95.95%
# Correctly spam:     202047  44.59%
# False positives:      7710  4.05%
# False negatives:    251069  55.41%
# TCR(l=50): 0.711810  SpamRecall: 44.591%  SpamPrec: 96.324%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22899  95.80%
# Correctly spam:      25191  44.60%
# False positives:      1005  4.20%
# False negatives:     31295  55.40%
# TCR(l=50): 0.692697  SpamRecall: 44.597%  SpamPrec: 96.164%