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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150713  44.019%  (99.621% of non-spam corpus)
# Correctly spam:     160505  46.879%  (83.993% of spam corpus)
# False positives:       574  0.168%  (0.379% of nonspam,  43766 weighted)
# False negatives:     30588  8.934%  (16.007% of spam,  68710 weighted)
# Average score for spam:  12.7    nonspam: -0.3
# Average for false-pos:   6.0  false-neg: 2.2
# TOTAL:              342380  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18932  99.61%
# Correctly spam:      20070  83.72%
# False positives:        74  0.39%
# False negatives:      3903  16.28%
# TCR(l=50): 3.153097  SpamRecall: 83.719%  SpamPrec: 99.633%

##### 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: 151041  99.84%
# Correctly spam:     106174  55.56%
# False positives:       246  0.16%
# False negatives:     84919  44.44%
# TCR(l=50): 1.965593  SpamRecall: 55.561%  SpamPrec: 99.769%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18973  99.83%
# Correctly spam:      13258  55.30%
# False positives:        33  0.17%
# False negatives:     10715  44.70%
# TCR(l=50): 1.938779  SpamRecall: 55.304%  SpamPrec: 99.752%