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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 174597  37.071%  (99.514% of non-spam corpus)
# Correctly spam:     242120  51.408%  (81.929% of spam corpus)
# False positives:       853  0.181%  (0.486% of nonspam,  88749 weighted)
# False negatives:     53404  11.339%  (18.071% of spam, 123975 weighted)
# Average score for spam:  11.9    nonspam: -0.2
# Average for false-pos:   6.2  false-neg: 2.3
# TOTAL:              470974  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21952  99.56%
# Correctly spam:      30199  81.89%
# False positives:        97  0.44%
# False negatives:      6677  18.11%
# TCR(l=50): 3.199098  SpamRecall: 81.893%  SpamPrec: 99.680%

##### 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: 174991  99.74%
# Correctly spam:     156288  52.89%
# False positives:       459  0.26%
# False negatives:    139236  47.11%
# TCR(l=50): 1.822130  SpamRecall: 52.885%  SpamPrec: 99.707%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21989  99.73%
# Correctly spam:      19489  52.85%
# False positives:        60  0.27%
# False negatives:     17387  47.15%
# TCR(l=50): 1.808800  SpamRecall: 52.850%  SpamPrec: 99.693%