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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 764058  44.367%  (99.653% of non-spam corpus)
# Correctly spam:     795263  46.179%  (83.238% of spam corpus)
# False positives:      2664  0.155%  (0.347% of nonspam, 101306 weighted)
# False negatives:    160143  9.299%  (16.762% of spam, 410606 weighted)
# Average score for spam:  12.9    nonspam: 0.6
# Average for false-pos:   6.1  false-neg: 2.6
# TOTAL:              1722128  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  95147  99.52%
# Correctly spam:     100709  84.41%
# False positives:       463  0.48%
# False negatives:     18599  15.59%
# TCR(l=50): 2.857745  SpamRecall: 84.411%  SpamPrec: 99.542%

##### 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: 751887  98.07%
# Correctly spam:     531314  55.61%
# False positives:     14835  1.93%
# False negatives:    424092  44.39%
# TCR(l=50): 0.819499  SpamRecall: 55.611%  SpamPrec: 97.284%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  93746  98.05%
# Correctly spam:      66217  55.50%
# False positives:      1864  1.95%
# False negatives:     53091  44.50%
# TCR(l=50): 0.815553  SpamRecall: 55.501%  SpamPrec: 97.262%