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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 453208  41.882%  (99.433% of non-spam corpus)
# Correctly spam:     495798  45.817%  (79.160% of spam corpus)
# False positives:      2583  0.239%  (0.567% of nonspam, 104027 weighted)
# False negatives:    130529  12.062%  (20.840% of spam, 279376 weighted)
# Average score for spam:  10.5    nonspam: 0.7
# Average for false-pos:   5.9  false-neg: 2.1
# TOTAL:              1082118  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  56473  99.40%
# Correctly spam:      61848  79.08%
# False positives:       343  0.60%
# False negatives:     16366  20.92%
# TCR(l=50): 2.333632  SpamRecall: 79.075%  SpamPrec: 99.448%

##### 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: 440126  96.56%
# Correctly spam:     269660  43.05%
# False positives:     15665  3.44%
# False negatives:    356667  56.95%
# TCR(l=50): 0.549450  SpamRecall: 43.054%  SpamPrec: 94.510%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  54847  96.53%
# Correctly spam:      33626  42.99%
# False positives:      1969  3.47%
# False negatives:     44588  57.01%
# TCR(l=50): 0.546806  SpamRecall: 42.992%  SpamPrec: 94.468%