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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 175859  23.566%  (99.677% of non-spam corpus)
# Correctly spam:     522422  70.007%  (91.683% of spam corpus)
# False positives:       570  0.076%  (0.323% of nonspam, 119679 weighted)
# False negatives:     47391  6.351%  (8.317% of spam,  98017 weighted)
# Average score for spam:  20.7    nonspam: -0.6
# Average for false-pos:   6.5  false-neg: 2.1
# TOTAL:              746242  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22102  99.63%
# Correctly spam:      65200  91.68%
# False positives:        81  0.37%
# False negatives:      5917  8.32%
# TCR(l=50): 7.135246  SpamRecall: 91.680%  SpamPrec: 99.876%

##### 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: 174018  98.63%
# Correctly spam:     419413  73.61%
# False positives:      2411  1.37%
# False negatives:    150400  26.39%
# TCR(l=50): 2.103019  SpamRecall: 73.605%  SpamPrec: 99.428%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21857  98.53%
# Correctly spam:      52137  73.31%
# False positives:       326  1.47%
# False negatives:     18980  26.69%
# TCR(l=50): 2.015788  SpamRecall: 73.312%  SpamPrec: 99.379%