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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 199526  23.795%  (99.544% of non-spam corpus)
# Correctly spam:     571754  68.185%  (89.604% of spam corpus)
# False positives:       914  0.109%  (0.456% of nonspam, 194355 weighted)
# False negatives:     66334  7.911%  (10.396% of spam, 127440 weighted)
# Average score for spam:  18.8    nonspam: -0.7
# Average for false-pos:   6.7  false-neg: 1.9
# TOTAL:              838528  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24950  99.54%
# Correctly spam:      71573  89.86%
# False positives:       115  0.46%
# False negatives:      8073  10.14%
# TCR(l=50): 5.761846  SpamRecall: 89.864%  SpamPrec: 99.840%

##### 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: 197819  98.69%
# Correctly spam:     446145  69.92%
# False positives:      2621  1.31%
# False negatives:    191943  30.08%
# TCR(l=50): 1.975547  SpamRecall: 69.919%  SpamPrec: 99.416%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24747  98.73%
# Correctly spam:      55684  69.91%
# False positives:       318  1.27%
# False negatives:     23962  30.09%
# TCR(l=50): 1.998043  SpamRecall: 69.914%  SpamPrec: 99.432%