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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 180322  21.529%  (99.414% of non-spam corpus)
# Correctly spam:     620774  74.117%  (94.605% of spam corpus)
# False positives:      1063  0.127%  (0.586% of nonspam, 245311 weighted)
# False negatives:     35404  4.227%  (5.395% of spam, 124477 weighted)
# Average score for spam:  9.9    nonspam: -0.7
# Average for false-pos:   6.4  false-neg: 3.5
# TOTAL:              837563  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22623  99.31%
# Correctly spam:      77505  94.71%
# False positives:       158  0.69%
# False negatives:      4326  5.29%
# TCR(l=50): 6.693195  SpamRecall: 94.713%  SpamPrec: 99.797%

##### 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: 180880  99.72%
# Correctly spam:     309186  47.12%
# False positives:       505  0.28%
# False negatives:    346992  52.88%
# TCR(l=50): 1.762773  SpamRecall: 47.119%  SpamPrec: 99.837%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22697  99.63%
# Correctly spam:      38484  47.03%
# False positives:        84  0.37%
# False negatives:     43347  52.97%
# TCR(l=50): 1.721055  SpamRecall: 47.029%  SpamPrec: 99.782%