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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150434  38.455%  (97.553% of non-spam corpus)
# Correctly spam:     120774  30.873%  (50.962% of spam corpus)
# False positives:      3773  0.964%  (2.447% of nonspam, 171331 weighted)
# False negatives:    116213  29.707%  (49.038% of spam, 317924 weighted)
# Average score for spam:  8.2    nonspam: 0.9
# Average for false-pos:   5.9  false-neg: 2.7
# TOTAL:              391194  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18951  97.70%
# Correctly spam:      15089  50.89%
# False positives:       446  2.30%
# False negatives:     14559  49.11%
# TCR(l=50): 0.804363  SpamRecall: 50.894%  SpamPrec: 97.129%

##### 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: 150446  97.56%
# Correctly spam:      58012  24.48%
# False positives:      3761  2.44%
# False negatives:    178975  75.52%
# TCR(l=50): 0.645697  SpamRecall: 24.479%  SpamPrec: 93.912%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18959  97.74%
# Correctly spam:       7218  24.35%
# False positives:       438  2.26%
# False negatives:     22430  75.65%
# TCR(l=50): 0.668802  SpamRecall: 24.346%  SpamPrec: 94.279%