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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 176063  33.070%  (99.219% of non-spam corpus)
# Correctly spam:     265922  49.948%  (74.918% of spam corpus)
# False positives:      1385  0.260%  (0.781% of nonspam, 178113 weighted)
# False negatives:     89029  16.722%  (25.082% of spam, 247431 weighted)
# Average score for spam:  17.1    nonspam: -0.2
# Average for false-pos:   6.4  false-neg: 2.8
# TOTAL:              532399  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22132  99.27%
# Correctly spam:      33156  74.93%
# False positives:       163  0.73%
# False negatives:     11093  25.07%
# TCR(l=50): 2.299486  SpamRecall: 74.931%  SpamPrec: 99.511%

##### 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: 176454  99.44%
# Correctly spam:     216912  61.11%
# False positives:       994  0.56%
# False negatives:    138039  38.89%
# TCR(l=50): 1.890662  SpamRecall: 61.110%  SpamPrec: 99.544%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22194  99.55%
# Correctly spam:      27034  61.10%
# False positives:       101  0.45%
# False negatives:     17215  38.90%
# TCR(l=50): 1.987379  SpamRecall: 61.095%  SpamPrec: 99.628%