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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 317954  24.488%  (99.533% of non-spam corpus)
# Correctly spam:     919410  70.809%  (93.914% of spam corpus)
# False positives:      1491  0.115%  (0.467% of nonspam, 456161 weighted)
# False negatives:     59577  4.588%  (6.086% of spam, 124293 weighted)
# Average score for spam:  20.6    nonspam: -2.2
# Average for false-pos:   10.0  false-neg: 2.1
# TOTAL:              1298432  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39618  99.58%
# Correctly spam:     114708  93.90%
# False positives:       166  0.42%
# False negatives:      7456  6.10%
# TCR(l=50): 7.753491  SpamRecall: 93.897%  SpamPrec: 99.855%

##### 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: 317062  99.25%
# Correctly spam:     769809  78.63%
# False positives:      2383  0.75%
# False negatives:    209178  21.37%
# TCR(l=50): 2.981735  SpamRecall: 78.633%  SpamPrec: 99.691%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39512  99.32%
# Correctly spam:      96211  78.76%
# False positives:       272  0.68%
# False negatives:     25953  21.24%
# TCR(l=50): 3.088615  SpamRecall: 78.756%  SpamPrec: 99.718%