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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 251237  19.661%  (99.584% of non-spam corpus)
# Correctly spam:     945710  74.007%  (92.212% of spam corpus)
# False positives:      1050  0.082%  (0.416% of nonspam, 253405 weighted)
# False negatives:     79871  6.250%  (7.788% of spam, 135138 weighted)
# Average score for spam:  11.8    nonspam: -0.0
# Average for false-pos:   5.9  false-neg: 1.7
# TOTAL:              1277868  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31362  99.58%
# Correctly spam:     118040  92.23%
# False positives:       133  0.42%
# False negatives:      9951  7.77%
# TCR(l=50): 7.709837  SpamRecall: 92.225%  SpamPrec: 99.887%

##### 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: 251327  99.62%
# Correctly spam:     681428  66.44%
# False positives:       960  0.38%
# False negatives:    344153  33.56%
# TCR(l=50): 2.615257  SpamRecall: 66.443%  SpamPrec: 99.859%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31378  99.63%
# Correctly spam:      85336  66.67%
# False positives:       117  0.37%
# False negatives:     42655  33.33%
# TCR(l=50): 2.638718  SpamRecall: 66.673%  SpamPrec: 99.863%