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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 148640  27.314%  (99.469% of non-spam corpus)
# Correctly spam:     346749  63.718%  (87.837% of spam corpus)
# False positives:       793  0.146%  (0.531% of nonspam, 131222 weighted)
# False negatives:     48014  8.823%  (12.163% of spam, 137492 weighted)
# Average score for spam:  11.4    nonspam: -0.5
# Average for false-pos:   6.3  false-neg: 2.9
# TOTAL:              544196  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18634  99.40%
# Correctly spam:      43288  87.91%
# False positives:       112  0.60%
# False negatives:      5955  12.09%
# TCR(l=50): 4.261618  SpamRecall: 87.907%  SpamPrec: 99.742%

##### 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: 149002  99.71%
# Correctly spam:     146206  37.04%
# False positives:       431  0.29%
# False negatives:    248557  62.96%
# TCR(l=50): 1.461506  SpamRecall: 37.036%  SpamPrec: 99.706%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18695  99.73%
# Correctly spam:      18320  37.20%
# False positives:        51  0.27%
# False negatives:     30923  62.80%
# TCR(l=50): 1.471126  SpamRecall: 37.203%  SpamPrec: 99.722%