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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 134061  37.914%  (99.742% of non-spam corpus)
# Correctly spam:     190139  53.773%  (86.748% of spam corpus)
# False positives:       347  0.098%  (0.258% of nonspam,  36263 weighted)
# False negatives:     29047  8.215%  (13.252% of spam,  89986 weighted)
# Average score for spam:  9.4    nonspam: 0.7
# Average for false-pos:   6.4  false-neg: 3.1
# TOTAL:              353594  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16803  99.79%
# Correctly spam:      23837  86.89%
# False positives:        35  0.21%
# False negatives:      3595  13.11%
# TCR(l=50): 5.132273  SpamRecall: 86.895%  SpamPrec: 99.853%

##### 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: 133977  99.68%
# Correctly spam:      80080  36.54%
# False positives:       431  0.32%
# False negatives:    139106  63.46%
# TCR(l=50): 1.364319  SpamRecall: 36.535%  SpamPrec: 99.465%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16791  99.72%
# Correctly spam:      10070  36.71%
# False positives:        47  0.28%
# False negatives:     17362  63.29%
# TCR(l=50): 1.391640  SpamRecall: 36.709%  SpamPrec: 99.535%