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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 158050  20.184%  (99.197% of non-spam corpus)
# Correctly spam:     210604  26.896%  (33.767% of spam corpus)
# False positives:      1279  0.163%  (0.803% of nonspam, 291007 weighted)
# False negatives:    413100  52.756%  (66.233% of spam, 1065393 weighted)
# Average score for spam:  5.2    nonspam: 0.5
# Average for false-pos:   5.8  false-neg: 2.6
# TOTAL:              783033  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19897  99.15%
# Correctly spam:      26181  33.62%
# False positives:       171  0.85%
# False negatives:     51701  66.38%
# TCR(l=50): 1.292626  SpamRecall: 33.616%  SpamPrec: 99.351%

##### 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: 159097  99.85%
# Correctly spam:      36253  5.81%
# False positives:       232  0.15%
# False negatives:    587451  94.19%
# TCR(l=50): 1.041153  SpamRecall: 5.813%  SpamPrec: 99.364%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20047  99.90%
# Correctly spam:       4447  5.71%
# False positives:        21  0.10%
# False negatives:     73435  94.29%
# TCR(l=50): 1.045606  SpamRecall: 5.710%  SpamPrec: 99.530%