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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 167472  22.231%  (94.414% of non-spam corpus)
# Correctly spam:     274202  36.399%  (47.610% of spam corpus)
# False positives:      9909  1.315%  (5.586% of nonspam, 978003 weighted)
# False negatives:    301737  40.054%  (52.390% of spam, 751858 weighted)
# Average score for spam:  8.9    nonspam: 1.2
# Average for false-pos:   6.1  false-neg: 2.5
# TOTAL:              753320  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21024  94.33%
# Correctly spam:      35424  49.29%
# False positives:      1264  5.67%
# False negatives:     36445  50.71%
# TCR(l=50): 0.721250  SpamRecall: 49.290%  SpamPrec: 96.555%

##### 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: 167939  94.68%
# Correctly spam:     196464  34.11%
# False positives:      9442  5.32%
# False negatives:    379475  65.89%
# TCR(l=50): 0.676322  SpamRecall: 34.112%  SpamPrec: 95.414%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21085  94.60%
# Correctly spam:      24825  34.54%
# False positives:      1203  5.40%
# False negatives:     47044  65.46%
# TCR(l=50): 0.670457  SpamRecall: 34.542%  SpamPrec: 95.378%