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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 170986  16.491%  (98.955% of non-spam corpus)
# Correctly spam:     442222  42.650%  (51.178% of spam corpus)
# False positives:      1805  0.174%  (1.045% of nonspam, 547447 weighted)
# False negatives:    421859  40.686%  (48.822% of spam, 1019425 weighted)
# Average score for spam:  6.1    nonspam: 0.4
# Average for false-pos:   6.1  false-neg: 2.4
# TOTAL:              1036872  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21495  98.92%
# Correctly spam:      55168  51.16%
# False positives:       235  1.08%
# False negatives:     52664  48.84%
# TCR(l=50): 1.674046  SpamRecall: 51.161%  SpamPrec: 99.576%

##### 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: 172424  99.79%
# Correctly spam:      65498  7.58%
# False positives:       367  0.21%
# False negatives:    798583  92.42%
# TCR(l=50): 1.057713  SpamRecall: 7.580%  SpamPrec: 99.443%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21695  99.84%
# Correctly spam:       8342  7.74%
# False positives:        35  0.16%
# False negatives:     99490  92.26%
# TCR(l=50): 1.065113  SpamRecall: 7.736%  SpamPrec: 99.582%