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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 204376  24.880%  (99.502% of non-spam corpus)
# Correctly spam:     510938  62.199%  (82.936% of spam corpus)
# False positives:      1022  0.124%  (0.498% of nonspam,  95645 weighted)
# False negatives:    105125  12.797%  (17.064% of spam, 225637 weighted)
# Average score for spam:  16.0    nonspam: 0.7
# Average for false-pos:   6.2  false-neg: 2.1
# TOTAL:              821461  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25576  99.48%
# Correctly spam:      63916  83.06%
# False positives:       133  0.52%
# False negatives:     13036  16.94%
# TCR(l=50): 3.908971  SpamRecall: 83.060%  SpamPrec: 99.792%

##### 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: 197445  96.13%
# Correctly spam:     428658  69.58%
# False positives:      7953  3.87%
# False negatives:    187405  30.42%
# TCR(l=50): 1.053000  SpamRecall: 69.580%  SpamPrec: 98.178%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24733  96.20%
# Correctly spam:      53655  69.73%
# False positives:       976  3.80%
# False negatives:     23297  30.27%
# TCR(l=50): 1.067340  SpamRecall: 69.725%  SpamPrec: 98.213%