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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 160757  41.467%  (96.372% of non-spam corpus)
# Correctly spam:      92282  23.804%  (41.782% of spam corpus)
# False positives:      6051  1.561%  (3.628% of nonspam, 240877 weighted)
# False negatives:    128582  33.168%  (58.218% of spam, 327801 weighted)
# Average score for spam:  6.2    nonspam: 1.5
# Average for false-pos:   6.0  false-neg: 2.5
# TOTAL:              387672  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20206  96.19%
# Correctly spam:      11569  41.89%
# False positives:       800  3.81%
# False negatives:     16051  58.11%
# TCR(l=50): 0.492766  SpamRecall: 41.886%  SpamPrec: 93.532%

##### 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: 161071  96.56%
# Correctly spam:      37752  17.09%
# False positives:      5737  3.44%
# False negatives:    183112  82.91%
# TCR(l=50): 0.469961  SpamRecall: 17.093%  SpamPrec: 86.808%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20259  96.44%
# Correctly spam:       4665  16.89%
# False positives:       747  3.56%
# False negatives:     22955  83.11%
# TCR(l=50): 0.458005  SpamRecall: 16.890%  SpamPrec: 86.197%