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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 257585  22.866%  (97.493% of non-spam corpus)
# Correctly spam:     616756  54.750%  (71.525% of spam corpus)
# False positives:      6623  0.588%  (2.507% of nonspam, 620356 weighted)
# False negatives:    245540  21.797%  (28.475% of spam, 680415 weighted)
# Average score for spam:  7.5    nonspam: 1.0
# Average for false-pos:   5.7  false-neg: 2.8
# TOTAL:              1126504  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32178  97.39%
# Correctly spam:      76683  71.27%
# False positives:       864  2.61%
# False negatives:     30910  28.73%
# TCR(l=50): 1.451801  SpamRecall: 71.271%  SpamPrec: 98.886%

##### 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: 257556  97.48%
# Correctly spam:     417373  48.40%
# False positives:      6652  2.52%
# False negatives:    444923  51.60%
# TCR(l=50): 1.109030  SpamRecall: 48.403%  SpamPrec: 98.431%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32201  97.45%
# Correctly spam:      51860  48.20%
# False positives:       841  2.55%
# False negatives:     55733  51.80%
# TCR(l=50): 1.100324  SpamRecall: 48.200%  SpamPrec: 98.404%