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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 177222  57.930%  (99.676% of non-spam corpus)
# Correctly spam:      66223  21.647%  (51.685% of spam corpus)
# False positives:       576  0.188%  (0.324% of nonspam,  12508 weighted)
# False negatives:     61904  20.235%  (48.315% of spam, 102029 weighted)
# Average score for spam:  7.6    nonspam: 0.3
# Average for false-pos:   6.0  false-neg: 1.6
# TOTAL:              305925  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22265  99.69%
# Correctly spam:       8400  52.18%
# False positives:        69  0.31%
# False negatives:      7699  47.82%
# TCR(l=50): 1.443986  SpamRecall: 52.177%  SpamPrec: 99.185%

##### 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: 174388  98.08%
# Correctly spam:      46658  36.42%
# False positives:      3410  1.92%
# False negatives:     81469  63.58%
# TCR(l=50): 0.508503  SpamRecall: 36.415%  SpamPrec: 93.189%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21907  98.09%
# Correctly spam:       5853  36.36%
# False positives:       427  1.91%
# False negatives:     10246  63.64%
# TCR(l=50): 0.509527  SpamRecall: 36.356%  SpamPrec: 93.201%