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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 180264  47.444%  (99.180% of non-spam corpus)
# Correctly spam:     118244  31.121%  (59.660% of spam corpus)
# False positives:      1491  0.392%  (0.820% of nonspam, 104465 weighted)
# False negatives:     79953  21.043%  (40.340% of spam, 205036 weighted)
# Average score for spam:  10.4    nonspam: -0.5
# Average for false-pos:   6.4  false-neg: 2.6
# TOTAL:              379952  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22655  99.26%
# Correctly spam:      14670  59.24%
# False positives:       169  0.74%
# False negatives:     10094  40.76%
# TCR(l=50): 1.335418  SpamRecall: 59.239%  SpamPrec: 98.861%

##### 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: 181074  99.63%
# Correctly spam:      56090  28.30%
# False positives:       681  0.37%
# False negatives:    142107  71.70%
# TCR(l=50): 1.125116  SpamRecall: 28.300%  SpamPrec: 98.800%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22755  99.70%
# Correctly spam:       6894  27.84%
# False positives:        69  0.30%
# False negatives:     17870  72.16%
# TCR(l=50): 1.161538  SpamRecall: 27.839%  SpamPrec: 99.009%