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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 174738  37.032%  (99.509% of non-spam corpus)
# Correctly spam:     242961  51.491%  (82.012% of spam corpus)
# False positives:       863  0.183%  (0.491% of nonspam,  90369 weighted)
# False negatives:     53289  11.294%  (17.988% of spam, 123449 weighted)
# Average score for spam:  13.1    nonspam: -0.2
# Average for false-pos:   6.2  false-neg: 2.3
# TOTAL:              471851  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21968  99.52%
# Correctly spam:      30189  81.68%
# False positives:       105  0.48%
# False negatives:      6770  18.32%
# TCR(l=50): 3.074792  SpamRecall: 81.682%  SpamPrec: 99.653%

##### 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: 175117  99.72%
# Correctly spam:     157000  53.00%
# False positives:       484  0.28%
# False negatives:    139250  47.00%
# TCR(l=50): 1.812481  SpamRecall: 52.996%  SpamPrec: 99.693%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22027  99.79%
# Correctly spam:      19501  52.76%
# False positives:        46  0.21%
# False negatives:     17458  47.24%
# TCR(l=50): 1.870584  SpamRecall: 52.764%  SpamPrec: 99.765%