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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 350352  27.799%  (99.707% of non-spam corpus)
# Correctly spam:     790956  62.758%  (87.019% of spam corpus)
# False positives:      1028  0.082%  (0.293% of nonspam,  84836 weighted)
# False negatives:    117991  9.362%  (12.981% of spam, 270168 weighted)
# Average score for spam:  14.9    nonspam: 0.6
# Average for false-pos:   6.4  false-neg: 2.3
# TOTAL:              1260327  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  43606  99.56%
# Correctly spam:      98664  86.97%
# False positives:       192  0.44%
# False negatives:     14785  13.03%
# TCR(l=50): 4.652409  SpamRecall: 86.968%  SpamPrec: 99.806%

##### 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: 341369  97.15%
# Correctly spam:     399020  43.90%
# False positives:     10011  2.85%
# False negatives:    509927  56.10%
# TCR(l=50): 0.899523  SpamRecall: 43.899%  SpamPrec: 97.553%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  42540  97.13%
# Correctly spam:      49911  43.99%
# False positives:      1258  2.87%
# False negatives:     63538  56.01%
# TCR(l=50): 0.897270  SpamRecall: 43.994%  SpamPrec: 97.541%