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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 368402  49.651%  (99.082% of non-spam corpus)
# Correctly spam:     176186  23.745%  (47.595% of spam corpus)
# False positives:      3412  0.460%  (0.918% of nonspam, 102200 weighted)
# False negatives:    193988  26.144%  (52.405% of spam, 400828 weighted)
# Average score for spam:  5.3    nonspam: 0.7
# Average for false-pos:   6.0  false-neg: 2.1
# TOTAL:              741988  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  45824  98.99%
# Correctly spam:      22077  47.86%
# False positives:       469  1.01%
# False negatives:     24048  52.14%
# TCR(l=50): 0.971094  SpamRecall: 47.863%  SpamPrec: 97.920%

##### 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: 364707  98.09%
# Correctly spam:     116520  31.48%
# False positives:      7107  1.91%
# False negatives:    253654  68.52%
# TCR(l=50): 0.607835  SpamRecall: 31.477%  SpamPrec: 94.251%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  45366  98.00%
# Correctly spam:      14478  31.39%
# False positives:       927  2.00%
# False negatives:     31647  68.61%
# TCR(l=50): 0.591369  SpamRecall: 31.389%  SpamPrec: 93.982%