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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 237778  39.975%  (99.717% of non-spam corpus)
# Correctly spam:     264041  44.391%  (74.094% of spam corpus)
# False positives:       676  0.114%  (0.283% of nonspam,  29947 weighted)
# False negatives:     92318  15.521%  (25.906% of spam, 139301 weighted)
# Average score for spam:  11.7    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 1.5
# TOTAL:              594813  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29754  99.73%
# Correctly spam:      32966  74.21%
# False positives:        81  0.27%
# False negatives:     11454  25.79%
# TCR(l=50): 2.865067  SpamRecall: 74.214%  SpamPrec: 99.755%

##### 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: 229163  96.10%
# Correctly spam:     193161  54.20%
# False positives:      9291  3.90%
# False negatives:    163198  45.80%
# TCR(l=50): 0.567678  SpamRecall: 54.204%  SpamPrec: 95.411%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28682  96.14%
# Correctly spam:      24339  54.79%
# False positives:      1153  3.86%
# False negatives:     20081  45.21%
# TCR(l=50): 0.571458  SpamRecall: 54.793%  SpamPrec: 95.477%