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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 267041  20.995%  (97.531% of non-spam corpus)
# Correctly spam:     670238  52.696%  (67.151% of spam corpus)
# False positives:      6761  0.532%  (2.469% of nonspam, 720200 weighted)
# False negatives:    327863  25.777%  (32.849% of spam, 799686 weighted)
# Average score for spam:  7.2    nonspam: 1.1
# Average for false-pos:   5.8  false-neg: 2.4
# TOTAL:              1271903  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33312  97.34%
# Correctly spam:      83695  67.19%
# False positives:       911  2.66%
# False negatives:     40872  32.81%
# TCR(l=50): 1.441381  SpamRecall: 67.189%  SpamPrec: 98.923%

##### 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: 267280  97.62%
# Correctly spam:     413701  41.45%
# False positives:      6522  2.38%
# False negatives:    584400  58.55%
# TCR(l=50): 1.096212  SpamRecall: 41.449%  SpamPrec: 98.448%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33429  97.68%
# Correctly spam:      51399  41.26%
# False positives:       794  2.32%
# False negatives:     73168  58.74%
# TCR(l=50): 1.103652  SpamRecall: 41.262%  SpamPrec: 98.479%