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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 173584  14.142%  (99.109% of non-spam corpus)
# Correctly spam:     772384  62.925%  (73.398% of spam corpus)
# False positives:      1561  0.127%  (0.891% of nonspam, 594882 weighted)
# False negatives:    279932  22.806%  (26.602% of spam, 902000 weighted)
# Average score for spam:  9.4    nonspam: -1.0
# Average for false-pos:   6.3  false-neg: 3.2
# TOTAL:              1227461  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21826  99.15%
# Correctly spam:      96456  73.42%
# False positives:       187  0.85%
# False negatives:     34912  26.58%
# TCR(l=50): 2.967963  SpamRecall: 73.424%  SpamPrec: 99.807%

##### 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: 174409  99.58%
# Correctly spam:     277854  26.40%
# False positives:       736  0.42%
# False negatives:    774462  73.60%
# TCR(l=50): 1.297135  SpamRecall: 26.404%  SpamPrec: 99.736%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21947  99.70%
# Correctly spam:      34679  26.40%
# False positives:        66  0.30%
# False negatives:     96689  73.60%
# TCR(l=50): 1.313825  SpamRecall: 26.398%  SpamPrec: 99.810%