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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 261712  37.664%  (94.980% of non-spam corpus)
# Correctly spam:     275966  39.716%  (65.815% of spam corpus)
# False positives:     13833  1.991%  (5.020% of nonspam, 609322 weighted)
# False negatives:    143340  20.629%  (34.185% of spam, 393473 weighted)
# Average score for spam:  7.6    nonspam: 1.4
# Average for false-pos:   5.8  false-neg: 2.7
# TOTAL:              694851  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32715  94.94%
# Correctly spam:      34359  65.75%
# False positives:      1744  5.06%
# False negatives:     17898  34.25%
# TCR(l=50): 0.497222  SpamRecall: 65.750%  SpamPrec: 95.169%

##### 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: 261525  94.91%
# Correctly spam:     180894  43.14%
# False positives:     14020  5.09%
# False negatives:    238412  56.86%
# TCR(l=50): 0.446349  SpamRecall: 43.141%  SpamPrec: 92.807%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32740  95.01%
# Correctly spam:      22290  42.65%
# False positives:      1719  4.99%
# False negatives:     29967  57.35%
# TCR(l=50): 0.450814  SpamRecall: 42.655%  SpamPrec: 92.840%