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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 183866  32.998%  (94.968% of non-spam corpus)
# Correctly spam:     244334  43.849%  (67.198% of spam corpus)
# False positives:      9742  1.748%  (5.032% of nonspam, 564201 weighted)
# False negatives:    119269  21.405%  (32.802% of spam, 290180 weighted)
# Average score for spam:  6.6    nonspam: 1.0
# Average for false-pos:   6.2  false-neg: 2.4
# TOTAL:              557211  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22943  94.59%
# Correctly spam:      30547  67.40%
# False positives:      1313  5.41%
# False negatives:     14778  32.60%
# TCR(l=50): 0.563548  SpamRecall: 67.395%  SpamPrec: 95.879%

##### 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: 183967  95.02%
# Correctly spam:      53357  14.67%
# False positives:      9641  4.98%
# False negatives:    310246  85.33%
# TCR(l=50): 0.458923  SpamRecall: 14.675%  SpamPrec: 84.696%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23026  94.93%
# Correctly spam:       6748  14.89%
# False positives:      1230  5.07%
# False negatives:     38577  85.11%
# TCR(l=50): 0.452901  SpamRecall: 14.888%  SpamPrec: 84.583%