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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 153410  50.271%  (99.719% of non-spam corpus)
# Correctly spam:     125657  41.177%  (83.039% of spam corpus)
# False positives:       432  0.142%  (0.281% of nonspam,  27152 weighted)
# False negatives:     25665  8.410%  (16.961% of spam,  54634 weighted)
# Average score for spam:  12.2    nonspam: -0.3
# Average for false-pos:   6.4  false-neg: 2.1
# TOTAL:              305164  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19295  99.72%
# Correctly spam:      15739  82.81%
# False positives:        55  0.28%
# False negatives:      3268  17.19%
# TCR(l=50): 3.158358  SpamRecall: 82.806%  SpamPrec: 99.652%

##### 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: 153593  99.84%
# Correctly spam:      71656  47.35%
# False positives:       249  0.16%
# False negatives:     79666  52.65%
# TCR(l=50): 1.642733  SpamRecall: 47.353%  SpamPrec: 99.654%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19316  99.82%
# Correctly spam:       9019  47.45%
# False positives:        34  0.18%
# False negatives:      9988  52.55%
# TCR(l=50): 1.626198  SpamRecall: 47.451%  SpamPrec: 99.624%