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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 215032  20.294%  (99.594% of non-spam corpus)
# Correctly spam:     603747  56.980%  (71.562% of spam corpus)
# False positives:       876  0.083%  (0.406% of nonspam, 221964 weighted)
# False negatives:    239923  22.643%  (28.438% of spam, 182421 weighted)
# Average score for spam:  9.5    nonspam: -0.3
# Average for false-pos:   6.5  false-neg: 0.8
# TOTAL:              1059578  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26932  99.57%
# Correctly spam:      75168  71.47%
# False positives:       115  0.43%
# False negatives:     30000  28.53%
# TCR(l=50): 2.941762  SpamRecall: 71.474%  SpamPrec: 99.847%

##### 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: 215454  99.79%
# Correctly spam:     391022  46.35%
# False positives:       454  0.21%
# False negatives:    452648  53.65%
# TCR(l=50): 1.774847  SpamRecall: 46.348%  SpamPrec: 99.884%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26990  99.79%
# Correctly spam:      48898  46.50%
# False positives:        57  0.21%
# False negatives:     56270  53.50%
# TCR(l=50): 1.778890  SpamRecall: 46.495%  SpamPrec: 99.884%