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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 160461  17.103%  (99.560% of non-spam corpus)
# Correctly spam:     613328  65.374%  (78.934% of spam corpus)
# False positives:       709  0.076%  (0.440% of nonspam, 226143 weighted)
# False negatives:    163690  17.447%  (21.066% of spam, 266536 weighted)
# Average score for spam:  9.7    nonspam: -0.5
# Average for false-pos:   6.6  false-neg: 1.6
# TOTAL:              938188  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20205  99.50%
# Correctly spam:      76459  78.97%
# False positives:       101  0.50%
# False negatives:     20366  21.03%
# TCR(l=50): 3.809608  SpamRecall: 78.966%  SpamPrec: 99.868%

##### 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: 160842  99.80%
# Correctly spam:     339514  43.69%
# False positives:       328  0.20%
# False negatives:    437504  56.31%
# TCR(l=50): 1.711855  SpamRecall: 43.694%  SpamPrec: 99.903%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20271  99.83%
# Correctly spam:      42115  43.50%
# False positives:        35  0.17%
# False negatives:     54710  56.50%
# TCR(l=50): 1.714931  SpamRecall: 43.496%  SpamPrec: 99.917%