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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 176467  52.869%  (99.260% of non-spam corpus)
# Correctly spam:     111599  33.435%  (71.538% of spam corpus)
# False positives:      1315  0.394%  (0.740% of nonspam,  73955 weighted)
# False negatives:     44400  13.302%  (28.462% of spam, 128484 weighted)
# Average score for spam:  8.5    nonspam: -0.2
# Average for false-pos:   6.4  false-neg: 2.9
# TOTAL:              333781  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22183  99.32%
# Correctly spam:      14043  71.59%
# False positives:       151  0.68%
# False negatives:      5574  28.41%
# TCR(l=50): 1.494742  SpamRecall: 71.586%  SpamPrec: 98.936%

##### 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: 176836  99.47%
# Correctly spam:      85238  54.64%
# False positives:       946  0.53%
# False negatives:     70761  45.36%
# TCR(l=50): 1.321342  SpamRecall: 54.640%  SpamPrec: 98.902%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22218  99.48%
# Correctly spam:      10678  54.43%
# False positives:       116  0.52%
# False negatives:      8939  45.57%
# TCR(l=50): 1.330959  SpamRecall: 54.432%  SpamPrec: 98.925%