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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150986  42.223%  (99.334% of non-spam corpus)
# Correctly spam:     197194  55.146%  (95.916% of spam corpus)
# False positives:      1012  0.283%  (0.666% of nonspam,  94270 weighted)
# False negatives:      8396  2.348%  (4.084% of spam,  24649 weighted)
# Average score for spam:  24.4    nonspam: -1.1
# Average for false-pos:   6.9  false-neg: 2.9
# TOTAL:              357588  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18975  99.24%
# Correctly spam:      24641  95.75%
# False positives:       146  0.76%
# False negatives:      1093  4.25%
# TCR(l=50): 3.066127  SpamRecall: 95.753%  SpamPrec: 99.411%

##### 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: 151596  99.74%
# Correctly spam:     187395  91.15%
# False positives:       402  0.26%
# False negatives:     18195  8.85%
# TCR(l=50): 5.368586  SpamRecall: 91.150%  SpamPrec: 99.786%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19078  99.78%
# Correctly spam:      23473  91.21%
# False positives:        43  0.22%
# False negatives:      2261  8.79%
# TCR(l=50): 5.834051  SpamRecall: 91.214%  SpamPrec: 99.817%