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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 131101  31.516%  (99.427% of non-spam corpus)
# Correctly spam:     238919  57.435%  (84.090% of spam corpus)
# False positives:       756  0.182%  (0.573% of nonspam,  98900 weighted)
# False negatives:     45204  10.867%  (15.910% of spam, 100765 weighted)
# Average score for spam:  13.4    nonspam: -0.3
# Average for false-pos:   6.1  false-neg: 2.2
# TOTAL:              415980  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16445  99.45%
# Correctly spam:      29897  84.13%
# False positives:        91  0.55%
# False negatives:      5639  15.87%
# TCR(l=50): 3.487683  SpamRecall: 84.132%  SpamPrec: 99.697%

##### 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: 131461  99.70%
# Correctly spam:     161419  56.81%
# False positives:       396  0.30%
# False negatives:    122704  43.19%
# TCR(l=50): 1.993790  SpamRecall: 56.813%  SpamPrec: 99.755%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16496  99.76%
# Correctly spam:      20050  56.42%
# False positives:        40  0.24%
# False negatives:     15486  43.58%
# TCR(l=50): 2.032254  SpamRecall: 56.422%  SpamPrec: 99.801%