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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 910826  40.248%  (99.750% of non-spam corpus)
# Correctly spam:     354389  15.660%  (26.252% of spam corpus)
# False positives:      2283  0.101%  (0.250% of nonspam, 101464 weighted)
# False negatives:    995562  43.992%  (73.748% of spam, 2141002 weighted)
# Average score for spam:  3.9    nonspam: 0.6
# Average for false-pos:   6.0  false-neg: 2.2
# TOTAL:              2263060  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 113539  99.66%
# Correctly spam:      45998  27.26%
# False positives:       382  0.34%
# False negatives:    122767  72.74%
# TCR(l=50): 1.189600  SpamRecall: 27.256%  SpamPrec: 99.176%

##### 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: 900573  98.63%
# Correctly spam:     272649  20.20%
# False positives:     12536  1.37%
# False negatives:    1077302  79.80%
# TCR(l=50): 0.792177  SpamRecall: 20.197%  SpamPrec: 95.604%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 112439  98.70%
# Correctly spam:      34280  20.31%
# False positives:      1482  1.30%
# False negatives:    134485  79.69%
# TCR(l=50): 0.809095  SpamRecall: 20.312%  SpamPrec: 95.856%