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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 142355  22.471%  (98.028% of non-spam corpus)
# Correctly spam:     345262  54.501%  (70.710% of spam corpus)
# False positives:      2863  0.452%  (1.972% of nonspam, 288604 weighted)
# False negatives:    143014  22.575%  (29.290% of spam, 525827 weighted)
# Average score for spam:  8.9    nonspam: 0.6
# Average for false-pos:   6.0  false-neg: 3.7
# TOTAL:              633494  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17810  97.84%
# Correctly spam:      43413  71.23%
# False positives:       394  2.16%
# False negatives:     17536  28.77%
# TCR(l=50): 1.636830  SpamRecall: 71.228%  SpamPrec: 99.101%

##### 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: 141833  97.67%
# Correctly spam:     317175  64.96%
# False positives:      3385  2.33%
# False negatives:    171101  35.04%
# TCR(l=50): 1.434625  SpamRecall: 64.958%  SpamPrec: 98.944%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17755  97.53%
# Correctly spam:      39799  65.30%
# False positives:       449  2.47%
# False negatives:     21150  34.70%
# TCR(l=50): 1.397913  SpamRecall: 65.299%  SpamPrec: 98.884%