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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 485919  42.420%  (99.883% of non-spam corpus)
# Correctly spam:     591337  51.623%  (89.732% of spam corpus)
# False positives:       569  0.050%  (0.117% of nonspam,  49726 weighted)
# False negatives:     67664  5.907%  (10.268% of spam, 120973 weighted)
# Average score for spam:  16.2    nonspam: -2.2
# Average for false-pos:   6.5  false-neg: 1.8
# TOTAL:              1145489  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  60621  99.86%
# Correctly spam:      73719  89.68%
# False positives:        84  0.14%
# False negatives:      8485  10.32%
# TCR(l=50): 6.480410  SpamRecall: 89.678%  SpamPrec: 99.886%

##### 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: 484675  99.63%
# Correctly spam:     501992  76.17%
# False positives:      1813  0.37%
# False negatives:    157009  23.83%
# TCR(l=50): 2.660921  SpamRecall: 76.175%  SpamPrec: 99.640%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  60491  99.65%
# Correctly spam:      62659  76.22%
# False positives:       214  0.35%
# False negatives:     19545  23.78%
# TCR(l=50): 2.717937  SpamRecall: 76.224%  SpamPrec: 99.660%