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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 177376  38.996%  (99.400% of non-spam corpus)
# Correctly spam:     211957  46.598%  (76.680% of spam corpus)
# False positives:      1070  0.235%  (0.600% of nonspam, 103597 weighted)
# False negatives:     64459  14.171%  (23.320% of spam, 153376 weighted)
# Average score for spam:  19.0    nonspam: -0.7
# Average for false-pos:   6.3  false-neg: 2.4
# TOTAL:              454862  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22301  99.47%
# Correctly spam:      26480  76.60%
# False positives:       118  0.53%
# False negatives:      8087  23.40%
# TCR(l=50): 2.471366  SpamRecall: 76.605%  SpamPrec: 99.556%

##### 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: 177957  99.73%
# Correctly spam:     161221  58.33%
# False positives:       489  0.27%
# False negatives:    115195  41.67%
# TCR(l=50): 1.979419  SpamRecall: 58.325%  SpamPrec: 99.698%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22359  99.73%
# Correctly spam:      20083  58.10%
# False positives:        60  0.27%
# False negatives:     14484  41.90%
# TCR(l=50): 1.977065  SpamRecall: 58.099%  SpamPrec: 99.702%