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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150163  20.777%  (99.241% of non-spam corpus)
# Correctly spam:     455246  62.989%  (79.669% of spam corpus)
# False positives:      1149  0.159%  (0.759% of nonspam, 278754 weighted)
# False negatives:    116178  16.075%  (20.331% of spam, 218945 weighted)
# Average score for spam:  14.6    nonspam: -0.5
# Average for false-pos:   6.4  false-neg: 1.9
# TOTAL:              722736  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18837  99.11%
# Correctly spam:      56709  79.52%
# False positives:       169  0.89%
# False negatives:     14604  20.48%
# TCR(l=50): 3.093303  SpamRecall: 79.521%  SpamPrec: 99.703%

##### 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: 150900  99.73%
# Correctly spam:     354994  62.12%
# False positives:       412  0.27%
# False negatives:    216430  37.88%
# TCR(l=50): 2.410767  SpamRecall: 62.124%  SpamPrec: 99.884%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18951  99.71%
# Correctly spam:      44276  62.09%
# False positives:        55  0.29%
# False negatives:     27037  37.91%
# TCR(l=50): 2.394098  SpamRecall: 62.087%  SpamPrec: 99.876%