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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 175435  37.483%  (99.527% of non-spam corpus)
# Correctly spam:     241351  51.566%  (82.718% of spam corpus)
# False positives:       833  0.178%  (0.473% of nonspam,  84494 weighted)
# False negatives:     50423  10.773%  (17.282% of spam, 110394 weighted)
# Average score for spam:  13.5    nonspam: -0.2
# Average for false-pos:   6.1  false-neg: 2.2
# TOTAL:              468042  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22058  99.53%
# Correctly spam:      30187  82.82%
# False positives:       105  0.47%
# False negatives:      6260  17.18%
# TCR(l=50): 3.166551  SpamRecall: 82.824%  SpamPrec: 99.653%

##### 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: 175827  99.75%
# Correctly spam:     162801  55.80%
# False positives:       441  0.25%
# False negatives:    128973  44.20%
# TCR(l=50): 1.931984  SpamRecall: 55.797%  SpamPrec: 99.730%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22115  99.78%
# Correctly spam:      20263  55.60%
# False positives:        48  0.22%
# False negatives:     16184  44.40%
# TCR(l=50): 1.961203  SpamRecall: 55.596%  SpamPrec: 99.764%