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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 118404  13.900%  (98.149% of non-spam corpus)
# Correctly spam:     569812  66.893%  (77.930% of spam corpus)
# False positives:      2233  0.262%  (1.851% of nonspam, 406512 weighted)
# False negatives:    161375  18.945%  (22.070% of spam, 502788 weighted)
# Average score for spam:  9.8    nonspam: 0.4
# Average for false-pos:   6.0  false-neg: 3.1
# TOTAL:              851824  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  14877  98.15%
# Correctly spam:      71121  78.00%
# False positives:       281  1.85%
# False negatives:     20059  22.00%
# TCR(l=50): 2.673195  SpamRecall: 78.001%  SpamPrec: 99.606%

##### 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: 117616  97.50%
# Correctly spam:     255340  34.92%
# False positives:      3021  2.50%
# False negatives:    475847  65.08%
# TCR(l=50): 1.166359  SpamRecall: 34.921%  SpamPrec: 98.831%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  14793  97.59%
# Correctly spam:      31712  34.78%
# False positives:       365  2.41%
# False negatives:     59468  65.22%
# TCR(l=50): 1.173216  SpamRecall: 34.780%  SpamPrec: 98.862%