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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 148465  27.377%  (99.473% of non-spam corpus)
# Correctly spam:     343137  63.275%  (87.302% of spam corpus)
# False positives:       786  0.145%  (0.527% of nonspam, 129292 weighted)
# False negatives:     49911  9.204%  (12.698% of spam, 132933 weighted)
# Average score for spam:  11.2    nonspam: -0.5
# Average for false-pos:   6.2  false-neg: 2.7
# TOTAL:              542299  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18614  99.43%
# Correctly spam:      42832  87.36%
# False positives:       106  0.57%
# False negatives:      6200  12.64%
# TCR(l=50): 4.263652  SpamRecall: 87.355%  SpamPrec: 99.753%

##### 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: 148823  99.71%
# Correctly spam:     144822  36.85%
# False positives:       428  0.29%
# False negatives:    248226  63.15%
# TCR(l=50): 1.457753  SpamRecall: 36.846%  SpamPrec: 99.705%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18670  99.73%
# Correctly spam:      18157  37.03%
# False positives:        50  0.27%
# False negatives:     30875  62.97%
# TCR(l=50): 1.469124  SpamRecall: 37.031%  SpamPrec: 99.725%