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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 185421  13.491%  (99.216% of non-spam corpus)
# Correctly spam:     1119855  81.480%  (94.303% of spam corpus)
# False positives:      1466  0.107%  (0.784% of nonspam, 770548 weighted)
# False negatives:     67653  4.922%  (5.697% of spam, 151381 weighted)
# Average score for spam:  15.7    nonspam: -0.8
# Average for false-pos:   8.3  false-neg: 2.2
# TOTAL:              1374395  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23250  99.10%
# Correctly spam:     139949  94.35%
# False positives:       212  0.90%
# False negatives:      8382  5.65%
# TCR(l=50): 7.814298  SpamRecall: 94.349%  SpamPrec: 99.849%

##### 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: 184454  98.70%
# Correctly spam:     721877  60.79%
# False positives:      2433  1.30%
# False negatives:    465631  39.21%
# TCR(l=50): 2.022044  SpamRecall: 60.789%  SpamPrec: 99.664%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23186  98.82%
# Correctly spam:      90289  60.87%
# False positives:       276  1.18%
# False negatives:     58042  39.13%
# TCR(l=50): 2.064684  SpamRecall: 60.870%  SpamPrec: 99.695%