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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 227791  45.826%  (99.582% of non-spam corpus)
# Correctly spam:     194037  39.036%  (72.313% of spam corpus)
# False positives:       956  0.192%  (0.418% of nonspam,  67310 weighted)
# False negatives:     74293  14.946%  (27.687% of spam, 143264 weighted)
# Average score for spam:  8.6    nonspam: 0.2
# Average for false-pos:   6.0  false-neg: 1.9
# TOTAL:              497077  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28539  99.57%
# Correctly spam:      24188  72.13%
# False positives:       123  0.43%
# False negatives:      9344  27.87%
# TCR(l=50): 2.164193  SpamRecall: 72.134%  SpamPrec: 99.494%

##### 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: 227832  99.60%
# Correctly spam:      86051  32.07%
# False positives:       915  0.40%
# False negatives:    182279  67.93%
# TCR(l=50): 1.176736  SpamRecall: 32.069%  SpamPrec: 98.948%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28554  99.62%
# Correctly spam:      10669  31.82%
# False positives:       108  0.38%
# False negatives:     22863  68.18%
# TCR(l=50): 1.186427  SpamRecall: 31.817%  SpamPrec: 98.998%