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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 241438  35.722%  (99.677% of non-spam corpus)
# Correctly spam:     334084  49.430%  (77.039% of spam corpus)
# False positives:       783  0.116%  (0.323% of nonspam,  48485 weighted)
# False negatives:     99574  14.733%  (22.961% of spam, 169211 weighted)
# Average score for spam:  11.5    nonspam: 0.6
# Average for false-pos:   6.9  false-neg: 1.7
# TOTAL:              675879  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30227  99.73%
# Correctly spam:      41541  76.87%
# False positives:        83  0.27%
# False negatives:     12502  23.13%
# TCR(l=50): 3.245436  SpamRecall: 76.867%  SpamPrec: 99.801%

##### 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: 231839  95.71%
# Correctly spam:     233821  53.92%
# False positives:     10382  4.29%
# False negatives:    199837  46.08%
# TCR(l=50): 0.603193  SpamRecall: 53.918%  SpamPrec: 95.749%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28991  95.65%
# Correctly spam:      29178  53.99%
# False positives:      1319  4.35%
# False negatives:     24865  46.01%
# TCR(l=50): 0.595089  SpamRecall: 53.990%  SpamPrec: 95.675%