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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 278730  37.879%  (99.445% of non-spam corpus)
# Correctly spam:     404416  54.959%  (88.772% of spam corpus)
# False positives:      1556  0.211%  (0.555% of nonspam, 218322 weighted)
# False negatives:     51150  6.951%  (11.228% of spam, 111177 weighted)
# Average score for spam:  15.8    nonspam: -2.5
# Average for false-pos:   8.6  false-neg: 2.2
# TOTAL:              735852  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34889  99.50%
# Correctly spam:      50450  88.84%
# False positives:       175  0.50%
# False negatives:      6338  11.16%
# TCR(l=50): 3.763786  SpamRecall: 88.839%  SpamPrec: 99.654%

##### 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: 278479  99.36%
# Correctly spam:     316160  69.40%
# False positives:      1807  0.64%
# False negatives:    139406  30.60%
# TCR(l=50): 1.982825  SpamRecall: 69.399%  SpamPrec: 99.432%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34839  99.36%
# Correctly spam:      39583  69.70%
# False positives:       225  0.64%
# False negatives:     17205  30.30%
# TCR(l=50): 1.995713  SpamRecall: 69.703%  SpamPrec: 99.435%