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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 134108  11.515%  (99.638% of non-spam corpus)
# Correctly spam:     1025628  88.067%  (99.575% of spam corpus)
# False positives:       487  0.042%  (0.362% of nonspam, 228686 weighted)
# False negatives:      4377  0.376%  (0.425% of spam,  13878 weighted)
# Average score for spam:  23.4    nonspam: -1.1
# Average for false-pos:   6.1  false-neg: 3.2
# TOTAL:              1164600  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16789  99.58%
# Correctly spam:     128025  99.58%
# False positives:        70  0.42%
# False negatives:       537  0.42%
# TCR(l=50): 31.845925  SpamRecall: 99.582%  SpamPrec: 99.945%

##### 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: 134016  99.57%
# Correctly spam:     1000774  97.16%
# False positives:       579  0.43%
# False negatives:     29231  2.84%
# TCR(l=50): 17.703460  SpamRecall: 97.162%  SpamPrec: 99.942%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16792  99.60%
# Correctly spam:     125012  97.24%
# False positives:        67  0.40%
# False negatives:      3550  2.76%
# TCR(l=50): 18.632174  SpamRecall: 97.239%  SpamPrec: 99.946%