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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 176053  27.765%  (96.311% of non-spam corpus)
# Correctly spam:     341077  53.790%  (75.578% of spam corpus)
# False positives:      6744  1.064%  (3.689% of nonspam, 523035 weighted)
# False negatives:    110214  17.381%  (24.422% of spam, 366382 weighted)
# Average score for spam:  8.2    nonspam: 0.9
# Average for false-pos:   6.3  false-neg: 3.3
# TOTAL:              634088  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22099  96.22%
# Correctly spam:      42548  75.60%
# False positives:       867  3.78%
# False negatives:     13732  24.40%
# TCR(l=50): 0.985950  SpamRecall: 75.601%  SpamPrec: 98.003%

##### 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: 176922  96.79%
# Correctly spam:     127347  28.22%
# False positives:      5875  3.21%
# False negatives:    323944  71.78%
# TCR(l=50): 0.730606  SpamRecall: 28.218%  SpamPrec: 95.590%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22238  96.83%
# Correctly spam:      15921  28.29%
# False positives:       728  3.17%
# False negatives:     40359  71.71%
# TCR(l=50): 0.733204  SpamRecall: 28.289%  SpamPrec: 95.627%