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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 234923  20.188%  (99.548% of non-spam corpus)
# Correctly spam:     667163  57.334%  (71.919% of spam corpus)
# False positives:      1066  0.092%  (0.452% of nonspam, 271246 weighted)
# False negatives:    260498  22.386%  (28.081% of spam, 234511 weighted)
# Average score for spam:  9.5    nonspam: -0.5
# Average for false-pos:   6.5  false-neg: 0.9
# TOTAL:              1163650  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29398  99.54%
# Correctly spam:      83300  71.96%
# False positives:       136  0.46%
# False negatives:     32460  28.04%
# TCR(l=50): 2.948548  SpamRecall: 71.959%  SpamPrec: 99.837%

##### 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: 234750  99.47%
# Correctly spam:     417670  45.02%
# False positives:      1239  0.53%
# False negatives:    509991  54.98%
# TCR(l=50): 1.621952  SpamRecall: 45.024%  SpamPrec: 99.704%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29378  99.47%
# Correctly spam:      51732  44.69%
# False positives:       156  0.53%
# False negatives:     64028  55.31%
# TCR(l=50): 1.611628  SpamRecall: 44.689%  SpamPrec: 99.699%