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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 167239  55.215%  (99.567% of non-spam corpus)
# Correctly spam:      93445  30.852%  (69.261% of spam corpus)
# False positives:       728  0.240%  (0.433% of nonspam,  37642 weighted)
# False negatives:     41473  13.693%  (30.739% of spam,  83366 weighted)
# Average score for spam:  10.2    nonspam: -0.1
# Average for false-pos:   6.4  false-neg: 2.0
# TOTAL:              302885  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21041  99.48%
# Correctly spam:      11665  68.99%
# False positives:       110  0.52%
# False negatives:      5244  31.01%
# TCR(l=50): 1.573809  SpamRecall: 68.987%  SpamPrec: 99.066%

##### 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: 167658  99.82%
# Correctly spam:      46489  34.46%
# False positives:       309  0.18%
# False negatives:     88429  65.54%
# TCR(l=50): 1.298800  SpamRecall: 34.457%  SpamPrec: 99.340%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21102  99.77%
# Correctly spam:       5804  34.32%
# False positives:        49  0.23%
# False negatives:     11105  65.68%
# TCR(l=50): 1.247436  SpamRecall: 34.325%  SpamPrec: 99.163%