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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 211533  16.179%  (97.608% of non-spam corpus)
# Correctly spam:     629409  48.141%  (57.706% of spam corpus)
# False positives:      5184  0.397%  (2.392% of nonspam, 760765 weighted)
# False negatives:    461299  35.283%  (42.294% of spam, 1154219 weighted)
# Average score for spam:  5.8    nonspam: 1.2
# Average for false-pos:   5.8  false-neg: 2.5
# TOTAL:              1307425  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26484  97.51%
# Correctly spam:      78958  58.03%
# False positives:       676  2.49%
# False negatives:     57100  41.97%
# TCR(l=50): 1.496788  SpamRecall: 58.033%  SpamPrec: 99.151%

##### 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: 211773  97.72%
# Correctly spam:     511127  46.86%
# False positives:      4944  2.28%
# False negatives:    579581  53.14%
# TCR(l=50): 1.319222  SpamRecall: 46.862%  SpamPrec: 99.042%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26510  97.61%
# Correctly spam:      63784  46.88%
# False positives:       650  2.39%
# False negatives:     72274  53.12%
# TCR(l=50): 1.298586  SpamRecall: 46.880%  SpamPrec: 98.991%