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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 165631  19.093%  (99.295% of non-spam corpus)
# Correctly spam:     665433  76.705%  (94.965% of spam corpus)
# False positives:      1176  0.136%  (0.705% of nonspam, 318557 weighted)
# False negatives:     35278  4.067%  (5.035% of spam, 101573 weighted)
# Average score for spam:  12.3    nonspam: -1.0
# Average for false-pos:   6.4  false-neg: 2.9
# TOTAL:              867518  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20874  99.37%
# Correctly spam:      83069  95.02%
# False positives:       132  0.63%
# False negatives:      4352  4.98%
# TCR(l=50): 7.982195  SpamRecall: 95.022%  SpamPrec: 99.841%

##### 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: 166181  99.62%
# Correctly spam:     397792  56.77%
# False positives:       626  0.38%
# False negatives:    302919  43.23%
# TCR(l=50): 2.096562  SpamRecall: 56.770%  SpamPrec: 99.843%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20943  99.70%
# Correctly spam:      49770  56.93%
# False positives:        63  0.30%
# False negatives:     37651  43.07%
# TCR(l=50): 2.142619  SpamRecall: 56.931%  SpamPrec: 99.874%