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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 129048  17.369%  (99.491% of non-spam corpus)
# Correctly spam:     474281  63.834%  (77.335% of spam corpus)
# False positives:       660  0.089%  (0.509% of nonspam, 188434 weighted)
# False negatives:    139003  18.709%  (22.665% of spam, 209606 weighted)
# Average score for spam:  7.5    nonspam: -0.7
# Average for false-pos:   6.0  false-neg: 1.5
# TOTAL:              742992  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16219  99.55%
# Correctly spam:      59313  77.42%
# False positives:        74  0.45%
# False negatives:     17303  22.58%
# TCR(l=50): 3.647860  SpamRecall: 77.416%  SpamPrec: 99.875%

##### 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: 129376  99.74%
# Correctly spam:     136237  22.21%
# False positives:       332  0.26%
# False negatives:    477047  77.79%
# TCR(l=50): 1.242353  SpamRecall: 22.214%  SpamPrec: 99.757%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16252  99.75%
# Correctly spam:      17113  22.34%
# False positives:        41  0.25%
# False negatives:     59503  77.66%
# TCR(l=50): 1.244716  SpamRecall: 22.336%  SpamPrec: 99.761%