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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 143854  12.390%  (99.450% of non-spam corpus)
# Correctly spam:     881013  75.880%  (86.679% of spam corpus)
# False positives:       796  0.069%  (0.550% of nonspam, 167733 weighted)
# False negatives:    135396  11.661%  (13.321% of spam, 302264 weighted)
# Average score for spam:  8.9    nonspam: 0.7
# Average for false-pos:   6.0  false-neg: 2.2
# TOTAL:              1161059  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18018  99.31%
# Correctly spam:     110142  86.82%
# False positives:       125  0.69%
# False negatives:     16719  13.18%
# TCR(l=50): 5.523140  SpamRecall: 86.821%  SpamPrec: 99.887%

##### 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: 138053  95.44%
# Correctly spam:     399600  39.31%
# False positives:      6597  4.56%
# False negatives:    616809  60.69%
# TCR(l=50): 1.073680  SpamRecall: 39.315%  SpamPrec: 98.376%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17289  95.29%
# Correctly spam:      49944  39.37%
# False positives:       854  4.71%
# False negatives:     76917  60.63%
# TCR(l=50): 1.060560  SpamRecall: 39.369%  SpamPrec: 98.319%