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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 804064  50.247%  (99.416% of non-spam corpus)
# Correctly spam:     648022  40.496%  (81.879% of spam corpus)
# False positives:      4725  0.295%  (0.584% of nonspam, 131326 weighted)
# False negatives:    143413  8.962%  (18.121% of spam, 292756 weighted)
# Average score for spam:  9.1    nonspam: 0.6
# Average for false-pos:   5.7  false-neg: 2.0
# TOTAL:              1600224  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 100199  99.39%
# Correctly spam:      80782  81.93%
# False positives:       613  0.61%
# False negatives:     17821  18.07%
# TCR(l=50): 2.034268  SpamRecall: 81.927%  SpamPrec: 99.247%

##### 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: 791785  97.90%
# Correctly spam:     393379  49.70%
# False positives:     17004  2.10%
# False negatives:    398056  50.30%
# TCR(l=50): 0.634033  SpamRecall: 49.705%  SpamPrec: 95.857%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  98746  97.95%
# Correctly spam:      48792  49.48%
# False positives:      2066  2.05%
# False negatives:     49811  50.52%
# TCR(l=50): 0.643997  SpamRecall: 49.483%  SpamPrec: 95.938%