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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 173460  37.811%  (99.522% of non-spam corpus)
# Correctly spam:     236416  51.534%  (83.110% of spam corpus)
# False positives:       833  0.182%  (0.478% of nonspam,  83588 weighted)
# False negatives:     48047  10.473%  (16.890% of spam, 108260 weighted)
# Average score for spam:  12.2    nonspam: -0.2
# Average for false-pos:   6.1  false-neg: 2.3
# TOTAL:              458756  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21784  99.47%
# Correctly spam:      29523  82.98%
# False positives:       117  0.53%
# False negatives:      6054  17.02%
# TCR(l=50): 2.988659  SpamRecall: 82.983%  SpamPrec: 99.605%

##### 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: 173871  99.76%
# Correctly spam:     137372  48.29%
# False positives:       422  0.24%
# False negatives:    147091  51.71%
# TCR(l=50): 1.691309  SpamRecall: 48.292%  SpamPrec: 99.694%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21844  99.74%
# Correctly spam:      17004  47.79%
# False positives:        57  0.26%
# False negatives:     18573  52.21%
# TCR(l=50): 1.660692  SpamRecall: 47.795%  SpamPrec: 99.666%