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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 169063  44.788%  (98.140% of non-spam corpus)
# Correctly spam:     194440  51.511%  (94.753% of spam corpus)
# False positives:      3204  0.849%  (1.860% of nonspam, 119477 weighted)
# False negatives:     10768  2.853%  (5.247% of spam,  30618 weighted)
# Average score for spam:  13.3    nonspam: 0.5
# Average for false-pos:   6.3  false-neg: 2.8
# TOTAL:              377475  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21273  98.11%
# Correctly spam:      24331  94.72%
# False positives:       410  1.89%
# False negatives:      1355  5.28%
# TCR(l=50): 1.175292  SpamRecall: 94.725%  SpamPrec: 98.343%

##### 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: 170880  99.19%
# Correctly spam:     122480  59.69%
# False positives:      1387  0.81%
# False negatives:     82728  40.31%
# TCR(l=50): 1.349360  SpamRecall: 59.686%  SpamPrec: 98.880%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21502  99.17%
# Correctly spam:      15307  59.59%
# False positives:       181  0.83%
# False negatives:     10379  40.41%
# TCR(l=50): 1.322044  SpamRecall: 59.593%  SpamPrec: 98.831%