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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 131965  35.645%  (99.415% of non-spam corpus)
# Correctly spam:     201968  54.553%  (85.046% of spam corpus)
# False positives:       776  0.210%  (0.585% of nonspam,  86659 weighted)
# False negatives:     35513  9.592%  (14.954% of spam,  86508 weighted)
# Average score for spam:  14.9    nonspam: -0.6
# Average for false-pos:   6.2  false-neg: 2.4
# TOTAL:              370222  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16546  99.36%
# Correctly spam:      25183  84.78%
# False positives:       106  0.64%
# False negatives:      4521  15.22%
# TCR(l=50): 3.024539  SpamRecall: 84.780%  SpamPrec: 99.581%

##### 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: 132330  99.69%
# Correctly spam:     119878  50.48%
# False positives:       411  0.31%
# False negatives:    117603  49.52%
# TCR(l=50): 1.718971  SpamRecall: 50.479%  SpamPrec: 99.658%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16600  99.69%
# Correctly spam:      14982  50.44%
# False positives:        52  0.31%
# False negatives:     14722  49.56%
# TCR(l=50): 1.714814  SpamRecall: 50.438%  SpamPrec: 99.654%