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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 189960  21.132%  (94.706% of non-spam corpus)
# Correctly spam:     395790  44.030%  (56.677% of spam corpus)
# False positives:     10619  1.181%  (5.294% of nonspam, 1176818 weighted)
# False negatives:    302534  33.656%  (43.323% of spam, 957712 weighted)
# Average score for spam:  6.6    nonspam: 1.1
# Average for false-pos:   6.4  false-neg: 3.2
# TOTAL:              898903  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23770  94.78%
# Correctly spam:      36373  41.75%
# False positives:      1309  5.22%
# False negatives:     50747  58.25%
# TCR(l=50): 0.749761  SpamRecall: 41.750%  SpamPrec: 96.526%

##### 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: 192442  95.94%
# Correctly spam:     126923  18.18%
# False positives:      8137  4.06%
# False negatives:    571401  81.82%
# TCR(l=50): 0.713850  SpamRecall: 18.175%  SpamPrec: 93.975%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24093  96.07%
# Correctly spam:      15763  18.09%
# False positives:       986  3.93%
# False negatives:     71357  81.91%
# TCR(l=50): 0.722047  SpamRecall: 18.093%  SpamPrec: 94.113%