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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 262184  27.463%  (99.444% of non-spam corpus)
# Correctly spam:     502150  52.598%  (72.665% of spam corpus)
# False positives:      1466  0.154%  (0.556% of nonspam, 259089 weighted)
# False negatives:    188898  19.786%  (27.335% of spam, 182728 weighted)
# Average score for spam:  10.2    nonspam: -0.7
# Average for false-pos:   6.7  false-neg: 1.0
# TOTAL:              954698  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32786  99.42%
# Correctly spam:      62699  72.73%
# False positives:       190  0.58%
# False negatives:     23503  27.27%
# TCR(l=50): 2.611944  SpamRecall: 72.735%  SpamPrec: 99.698%

##### 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: 262155  99.43%
# Correctly spam:     330806  47.87%
# False positives:      1495  0.57%
# False negatives:    360242  52.13%
# TCR(l=50): 1.588645  SpamRecall: 47.870%  SpamPrec: 99.550%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32793  99.45%
# Correctly spam:      41158  47.75%
# False positives:       183  0.55%
# False negatives:     45044  52.25%
# TCR(l=50): 1.590619  SpamRecall: 47.746%  SpamPrec: 99.557%