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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 156567  37.332%  (99.569% of non-spam corpus)
# Correctly spam:     259089  61.777%  (98.833% of spam corpus)
# False positives:       677  0.161%  (0.431% of nonspam,  67965 weighted)
# False negatives:      3060  0.730%  (1.167% of spam,   5846 weighted)
# Average score for spam:  30.7    nonspam: -1.6
# Average for false-pos:   6.0  false-neg: 1.9
# TOTAL:              419393  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19696  99.54%
# Correctly spam:      32420  98.94%
# False positives:        92  0.46%
# False negatives:       347  1.06%
# TCR(l=50): 6.623610  SpamRecall: 98.941%  SpamPrec: 99.717%

##### 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: 157038  99.87%
# Correctly spam:     254809  97.20%
# False positives:       206  0.13%
# False negatives:      7340  2.80%
# TCR(l=50): 14.861054  SpamRecall: 97.200%  SpamPrec: 99.919%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19760  99.86%
# Correctly spam:      31853  97.21%
# False positives:        28  0.14%
# False negatives:       914  2.79%
# TCR(l=50): 14.160328  SpamRecall: 97.211%  SpamPrec: 99.912%