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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 856012  39.973%  (99.803% of non-spam corpus)
# Correctly spam:     1134100  52.959%  (88.340% of spam corpus)
# False positives:      1688  0.079%  (0.197% of nonspam,  76632 weighted)
# False negatives:    149687  6.990%  (11.660% of spam, 390990 weighted)
# Average score for spam:  14.3    nonspam: 0.1
# Average for false-pos:   6.1  false-neg: 2.6
# TOTAL:              2141487  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 106753  99.77%
# Correctly spam:     141900  88.44%
# False positives:       250  0.23%
# False negatives:     18549  11.56%
# TCR(l=50): 5.167606  SpamRecall: 88.439%  SpamPrec: 99.824%

##### 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: 850129  99.12%
# Correctly spam:     783843  61.06%
# False positives:      7571  0.88%
# False negatives:    499944  38.94%
# TCR(l=50): 1.461350  SpamRecall: 61.057%  SpamPrec: 99.043%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 106004  99.07%
# Correctly spam:      98136  61.16%
# False positives:       999  0.93%
# False negatives:     62313  38.84%
# TCR(l=50): 1.429224  SpamRecall: 61.163%  SpamPrec: 98.992%