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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 137790  41.690%  (99.538% of non-spam corpus)
# Correctly spam:      48818  14.771%  (25.415% of spam corpus)
# False positives:       639  0.193%  (0.462% of nonspam,  27522 weighted)
# False negatives:    143262  43.346%  (74.585% of spam, 274592 weighted)
# Average score for spam:  4.0    nonspam: 0.7
# Average for false-pos:   6.2  false-neg: 1.9
# TOTAL:              330509  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17278  99.57%
# Correctly spam:       6184  25.66%
# False positives:        74  0.43%
# False negatives:     17914  74.34%
# TCR(l=50): 1.114926  SpamRecall: 25.662%  SpamPrec: 98.818%

##### 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: 136520  98.62%
# Correctly spam:      24052  12.52%
# False positives:      1909  1.38%
# False negatives:    168028  87.48%
# TCR(l=50): 0.729017  SpamRecall: 12.522%  SpamPrec: 92.647%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17127  98.70%
# Correctly spam:       3110  12.91%
# False positives:       225  1.30%
# False negatives:     20988  87.09%
# TCR(l=50): 0.747503  SpamRecall: 12.906%  SpamPrec: 93.253%