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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 156098  14.051%  (99.583% of non-spam corpus)
# Correctly spam:     914300  82.300%  (95.820% of spam corpus)
# False positives:       654  0.059%  (0.417% of nonspam, 262763 weighted)
# False negatives:     39887  3.590%  (4.180% of spam,  92154 weighted)
# Average score for spam:  15.7    nonspam: -0.6
# Average for false-pos:   6.6  false-neg: 2.3
# TOTAL:              1110939  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19632  99.55%
# Correctly spam:     115273  96.74%
# False positives:        88  0.45%
# False negatives:      3884  3.26%
# TCR(l=50): 14.383993  SpamRecall: 96.740%  SpamPrec: 99.924%

##### 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: 156364  99.75%
# Correctly spam:     786128  82.39%
# False positives:       388  0.25%
# False negatives:    168059  17.61%
# TCR(l=50): 5.090110  SpamRecall: 82.387%  SpamPrec: 99.951%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19677  99.78%
# Correctly spam:      98013  82.26%
# False positives:        43  0.22%
# False negatives:     21144  17.74%
# TCR(l=50): 5.115352  SpamRecall: 82.255%  SpamPrec: 99.956%