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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 376394  37.479%  (99.383% of non-spam corpus)
# Correctly spam:     499661  49.753%  (79.876% of spam corpus)
# False positives:      2338  0.233%  (0.617% of nonspam, 115424 weighted)
# False negatives:    125881  12.535%  (20.124% of spam, 274079 weighted)
# Average score for spam:  10.1    nonspam: 0.7
# Average for false-pos:   6.0  false-neg: 2.2
# TOTAL:              1004274  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  46897  99.31%
# Correctly spam:      63054  80.73%
# False positives:       326  0.69%
# False negatives:     15053  19.27%
# TCR(l=50): 2.491213  SpamRecall: 80.728%  SpamPrec: 99.486%

##### 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: 365904  96.61%
# Correctly spam:     256140  40.95%
# False positives:     12828  3.39%
# False negatives:    369402  59.05%
# TCR(l=50): 0.618857  SpamRecall: 40.947%  SpamPrec: 95.231%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  45624  96.61%
# Correctly spam:      31935  40.89%
# False positives:      1599  3.39%
# False negatives:     46172  59.11%
# TCR(l=50): 0.619297  SpamRecall: 40.886%  SpamPrec: 95.232%