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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 198454  24.486%  (99.543% of non-spam corpus)
# Correctly spam:     503583  62.135%  (82.406% of spam corpus)
# False positives:       911  0.112%  (0.457% of nonspam,  87969 weighted)
# False negatives:    107520  13.266%  (17.594% of spam, 226909 weighted)
# Average score for spam:  16.6    nonspam: 0.7
# Average for false-pos:   6.3  false-neg: 2.1
# TOTAL:              810468  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24808  99.52%
# Correctly spam:      62923  82.41%
# False positives:       119  0.48%
# False negatives:     13431  17.59%
# TCR(l=50): 3.939632  SpamRecall: 82.410%  SpamPrec: 99.811%

##### 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: 191655  96.13%
# Correctly spam:     423049  69.23%
# False positives:      7710  3.87%
# False negatives:    188054  30.77%
# TCR(l=50): 1.065467  SpamRecall: 69.227%  SpamPrec: 98.210%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23955  96.10%
# Correctly spam:      53036  69.46%
# False positives:       972  3.90%
# False negatives:     23318  30.54%
# TCR(l=50): 1.061681  SpamRecall: 69.461%  SpamPrec: 98.200%