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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 175867  23.567%  (99.680% of non-spam corpus)
# Correctly spam:     522301  69.989%  (91.660% of spam corpus)
# False positives:       564  0.076%  (0.320% of nonspam, 119182 weighted)
# False negatives:     47526  6.369%  (8.340% of spam,  98709 weighted)
# Average score for spam:  20.6    nonspam: -0.6
# Average for false-pos:   6.5  false-neg: 2.1
# TOTAL:              746258  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22119  99.71%
# Correctly spam:      65270  91.78%
# False positives:        64  0.29%
# False negatives:      5847  8.22%
# TCR(l=50): 7.860838  SpamRecall: 91.778%  SpamPrec: 99.902%

##### 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: 174010  98.63%
# Correctly spam:     419326  73.59%
# False positives:      2421  1.37%
# False negatives:    150501  26.41%
# TCR(l=50): 2.098416  SpamRecall: 73.588%  SpamPrec: 99.426%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21875  98.61%
# Correctly spam:      52200  73.40%
# False positives:       308  1.39%
# False negatives:     18917  26.60%
# TCR(l=50): 2.072355  SpamRecall: 73.400%  SpamPrec: 99.413%