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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 389746  50.743%  (99.055% of non-spam corpus)
# Correctly spam:     189832  24.715%  (50.673% of spam corpus)
# False positives:      3718  0.484%  (0.945% of nonspam, 102859 weighted)
# False negatives:    184789  24.058%  (49.327% of spam, 407381 weighted)
# Average score for spam:  5.5    nonspam: 0.7
# Average for false-pos:   5.8  false-neg: 2.2
# TOTAL:              768085  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48581  98.98%
# Correctly spam:      23809  51.01%
# False positives:       501  1.02%
# False negatives:     22870  48.99%
# TCR(l=50): 0.974103  SpamRecall: 51.006%  SpamPrec: 97.939%

##### 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: 386056  98.12%
# Correctly spam:     122089  32.59%
# False positives:      7408  1.88%
# False negatives:    252532  67.41%
# TCR(l=50): 0.601383  SpamRecall: 32.590%  SpamPrec: 94.279%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48147  98.10%
# Correctly spam:      15197  32.56%
# False positives:       935  1.90%
# False negatives:     31482  67.44%
# TCR(l=50): 0.596674  SpamRecall: 32.556%  SpamPrec: 94.204%