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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 152076  16.104%  (99.272% of non-spam corpus)
# Correctly spam:     363002  38.440%  (45.883% of spam corpus)
# False positives:      1115  0.118%  (0.728% of nonspam, 352608 weighted)
# False negatives:    428150  45.338%  (54.117% of spam, 945200 weighted)
# Average score for spam:  11.1    nonspam: -0.6
# Average for false-pos:   6.1  false-neg: 2.2
# TOTAL:              944343  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19123  99.23%
# Correctly spam:      45251  45.90%
# False positives:       149  0.77%
# False negatives:     53327  54.10%
# TCR(l=50): 1.621962  SpamRecall: 45.904%  SpamPrec: 99.672%

##### 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: 152811  99.75%
# Correctly spam:     173568  21.94%
# False positives:       380  0.25%
# False negatives:    617584  78.06%
# TCR(l=50): 1.242808  SpamRecall: 21.939%  SpamPrec: 99.782%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19221  99.74%
# Correctly spam:      21756  22.07%
# False positives:        51  0.26%
# False negatives:     76822  77.93%
# TCR(l=50): 1.241974  SpamRecall: 22.070%  SpamPrec: 99.766%