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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 642104  39.672%  (99.633% of non-spam corpus)
# Correctly spam:     789136  48.756%  (81.013% of spam corpus)
# False positives:      2362  0.146%  (0.367% of nonspam, 102665 weighted)
# False negatives:    184949  11.427%  (18.987% of spam, 408767 weighted)
# Average score for spam:  10.5    nonspam: 0.6
# Average for false-pos:   5.8  false-neg: 2.2
# TOTAL:              1618551  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  80093  99.61%
# Correctly spam:      98565  81.05%
# False positives:       312  0.39%
# False negatives:     23047  18.95%
# TCR(l=50): 3.146738  SpamRecall: 81.049%  SpamPrec: 99.684%

##### 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: 629112  97.62%
# Correctly spam:     407108  41.79%
# False positives:     15354  2.38%
# False negatives:    566977  58.21%
# TCR(l=50): 0.729828  SpamRecall: 41.794%  SpamPrec: 96.366%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  78472  97.60%
# Correctly spam:      51000  41.94%
# False positives:      1933  2.40%
# False negatives:     70612  58.06%
# TCR(l=50): 0.727075  SpamRecall: 41.937%  SpamPrec: 96.348%