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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 253641  27.307%  (97.743% of non-spam corpus)
# Correctly spam:     339639  36.566%  (50.742% of spam corpus)
# False positives:      5857  0.631%  (2.257% of nonspam, 445729 weighted)
# False negatives:    329712  35.497%  (49.258% of spam, 750457 weighted)
# Average score for spam:  5.5    nonspam: 1.1
# Average for false-pos:   5.9  false-neg: 2.3
# TOTAL:              928849  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31602  97.47%
# Correctly spam:      42830  51.26%
# False positives:       821  2.53%
# False negatives:     40719  48.74%
# TCR(l=50): 1.021769  SpamRecall: 51.263%  SpamPrec: 98.119%

##### 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: 254058  97.90%
# Correctly spam:     268830  40.16%
# False positives:      5440  2.10%
# False negatives:    400521  59.84%
# TCR(l=50): 0.995286  SpamRecall: 40.163%  SpamPrec: 98.017%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31751  97.93%
# Correctly spam:      33620  40.24%
# False positives:       672  2.07%
# False negatives:     49929  59.76%
# TCR(l=50): 1.000239  SpamRecall: 40.240%  SpamPrec: 98.040%