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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 147991  12.791%  (98.445% of non-spam corpus)
# Correctly spam:     958198  82.817%  (95.184% of spam corpus)
# False positives:      2337  0.202%  (1.555% of nonspam, 496810 weighted)
# False negatives:     48483  4.190%  (4.816% of spam, 133469 weighted)
# Average score for spam:  14.6    nonspam: 0.5
# Average for false-pos:   6.3  false-neg: 2.8
# TOTAL:              1157009  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18585  98.38%
# Correctly spam:     119609  95.18%
# False positives:       306  1.62%
# False negatives:      6054  4.82%
# TCR(l=50): 5.884752  SpamRecall: 95.182%  SpamPrec: 99.745%

##### 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: 148265  98.63%
# Correctly spam:     657517  65.32%
# False positives:      2063  1.37%
# False negatives:    349164  34.68%
# TCR(l=50): 2.225624  SpamRecall: 65.315%  SpamPrec: 99.687%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18620  98.57%
# Correctly spam:      82034  65.28%
# False positives:       271  1.43%
# False negatives:     43629  34.72%
# TCR(l=50): 2.197712  SpamRecall: 65.281%  SpamPrec: 99.671%