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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 239910  32.090%  (99.656% of non-spam corpus)
# Correctly spam:     427797  57.222%  (84.400% of spam corpus)
# False positives:       828  0.111%  (0.344% of nonspam, 122671 weighted)
# False negatives:     79070  10.576%  (15.600% of spam, 190188 weighted)
# Average score for spam:  17.7    nonspam: -0.5
# Average for false-pos:   7.0  false-neg: 2.4
# TOTAL:              747605  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30006  99.62%
# Correctly spam:      53420  84.41%
# False positives:       113  0.38%
# False negatives:      9868  15.59%
# TCR(l=50): 4.078361  SpamRecall: 84.408%  SpamPrec: 99.789%

##### 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: 238233  98.96%
# Correctly spam:     337636  66.61%
# False positives:      2505  1.04%
# False negatives:    169231  33.39%
# TCR(l=50): 1.721221  SpamRecall: 66.612%  SpamPrec: 99.264%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29844  99.09%
# Correctly spam:      42071  66.48%
# False positives:       275  0.91%
# False negatives:     21217  33.52%
# TCR(l=50): 1.809935  SpamRecall: 66.475%  SpamPrec: 99.351%