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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 164054  54.181%  (97.453% of non-spam corpus)
# Correctly spam:      79681  26.316%  (59.267% of spam corpus)
# False positives:      4288  1.416%  (2.547% of nonspam, 102243 weighted)
# False negatives:     54763  18.086%  (40.733% of spam, 116208 weighted)
# Average score for spam:  8.3    nonspam: 0.9
# Average for false-pos:   6.0  false-neg: 2.1
# TOTAL:              302786  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20678  97.50%
# Correctly spam:       9952  59.09%
# False positives:       531  2.50%
# False negatives:      6890  40.91%
# TCR(l=50): 0.503648  SpamRecall: 59.090%  SpamPrec: 94.935%

##### 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: 164712  97.84%
# Correctly spam:      46497  34.58%
# False positives:      3630  2.16%
# False negatives:     87947  65.42%
# TCR(l=50): 0.498963  SpamRecall: 34.585%  SpamPrec: 92.758%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20772  97.94%
# Correctly spam:       5858  34.78%
# False positives:       437  2.06%
# False negatives:     10984  65.22%
# TCR(l=50): 0.512944  SpamRecall: 34.782%  SpamPrec: 93.058%