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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150060  21.747%  (95.962% of non-spam corpus)
# Correctly spam:     264692  38.360%  (49.601% of spam corpus)
# False positives:      6315  0.915%  (4.038% of nonspam, 676878 weighted)
# False negatives:    268948  38.977%  (50.399% of spam, 369895 weighted)
# Average score for spam:  9.9    nonspam: 1.1
# Average for false-pos:   6.3  false-neg: 1.4
# TOTAL:              690015  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18867  95.92%
# Correctly spam:      33019  49.54%
# False positives:       802  4.08%
# False negatives:     33631  50.46%
# TCR(l=50): 0.903962  SpamRecall: 49.541%  SpamPrec: 97.629%

##### 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: 150779  96.42%
# Correctly spam:     116182  21.77%
# False positives:      5596  3.58%
# False negatives:    417458  78.23%
# TCR(l=50): 0.765341  SpamRecall: 21.772%  SpamPrec: 95.405%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18967  96.43%
# Correctly spam:      14485  21.73%
# False positives:       702  3.57%
# False negatives:     52165  78.27%
# TCR(l=50): 0.763766  SpamRecall: 21.733%  SpamPrec: 95.378%