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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 156811  53.763%  (99.500% of non-spam corpus)
# Correctly spam:     131485  45.080%  (98.070% of spam corpus)
# False positives:       788  0.270%  (0.500% of nonspam,  40051 weighted)
# False negatives:      2587  0.887%  (1.930% of spam,   5136 weighted)
# Average score for spam:  27.3    nonspam: -1.1
# Average for false-pos:   6.0  false-neg: 2.0
# TOTAL:              291671  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19744  99.53%
# Correctly spam:      16504  98.23%
# False positives:        94  0.47%
# False negatives:       297  1.77%
# TCR(l=50): 3.362217  SpamRecall: 98.232%  SpamPrec: 99.434%

##### 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: 157391  99.87%
# Correctly spam:     127164  94.85%
# False positives:       208  0.13%
# False negatives:      6908  5.15%
# TCR(l=50): 7.746245  SpamRecall: 94.848%  SpamPrec: 99.837%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19820  99.91%
# Correctly spam:      15953  94.95%
# False positives:        18  0.09%
# False negatives:       848  5.05%
# TCR(l=50): 9.611556  SpamRecall: 94.953%  SpamPrec: 99.887%