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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 147675  31.591%  (99.268% of non-spam corpus)
# Correctly spam:     221429  47.368%  (69.479% of spam corpus)
# False positives:      1089  0.233%  (0.732% of nonspam, 144258 weighted)
# False negatives:     97268  20.808%  (30.521% of spam, 227270 weighted)
# Average score for spam:  20.1    nonspam: -1.0
# Average for false-pos:   6.2  false-neg: 2.3
# TOTAL:              467461  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18522  99.23%
# Correctly spam:      27632  69.58%
# False positives:       144  0.77%
# False negatives:     12081  30.42%
# TCR(l=50): 2.059696  SpamRecall: 69.579%  SpamPrec: 99.482%

##### 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: 148348  99.72%
# Correctly spam:     147886  46.40%
# False positives:       416  0.28%
# False negatives:    170811  53.60%
# TCR(l=50): 1.663250  SpamRecall: 46.403%  SpamPrec: 99.719%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18620  99.75%
# Correctly spam:      18436  46.42%
# False positives:        46  0.25%
# False negatives:     21277  53.58%
# TCR(l=50): 1.684396  SpamRecall: 46.423%  SpamPrec: 99.751%