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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 174718  36.710%  (94.587% of non-spam corpus)
# Correctly spam:     160041  33.626%  (54.954% of spam corpus)
# False positives:      9999  2.101%  (5.413% of nonspam, 482299 weighted)
# False negatives:    131187  27.563%  (45.046% of spam, 222318 weighted)
# Average score for spam:  17.4    nonspam: 1.2
# Average for false-pos:   6.1  false-neg: 1.7
# TOTAL:              475945  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21864  94.30%
# Correctly spam:      19947  54.84%
# False positives:      1321  5.70%
# False negatives:     16428  45.16%
# TCR(l=50): 0.441027  SpamRecall: 54.837%  SpamPrec: 93.789%

##### 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: 175116  94.80%
# Correctly spam:     133654  45.89%
# False positives:      9601  5.20%
# False negatives:    157574  54.11%
# TCR(l=50): 0.456739  SpamRecall: 45.893%  SpamPrec: 93.298%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21927  94.57%
# Correctly spam:      16716  45.95%
# False positives:      1258  5.43%
# False negatives:     19659  54.05%
# TCR(l=50): 0.440594  SpamRecall: 45.955%  SpamPrec: 93.001%