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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 253708  24.869%  (95.532% of non-spam corpus)
# Correctly spam:     568792  55.754%  (75.376% of spam corpus)
# False positives:     11867  1.163%  (4.468% of nonspam, 980490 weighted)
# False negatives:    185818  18.214%  (24.624% of spam, 569175 weighted)
# Average score for spam:  10.2    nonspam: 1.4
# Average for false-pos:   5.8  false-neg: 3.1
# TOTAL:              1020185  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31587  95.07%
# Correctly spam:      70765  75.22%
# False positives:      1638  4.93%
# False negatives:     23315  24.78%
# TCR(l=50): 0.894169  SpamRecall: 75.218%  SpamPrec: 97.738%

##### 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: 253261  95.36%
# Correctly spam:     420782  55.76%
# False positives:     12314  4.64%
# False negatives:    333828  44.24%
# TCR(l=50): 0.794721  SpamRecall: 55.762%  SpamPrec: 97.157%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31679  95.35%
# Correctly spam:      52327  55.62%
# False positives:      1546  4.65%
# False negatives:     41753  44.38%
# TCR(l=50): 0.790236  SpamRecall: 55.620%  SpamPrec: 97.130%