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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 124591  48.215%  (97.839% of non-spam corpus)
# Correctly spam:      75014  29.029%  (57.234% of spam corpus)
# False positives:      2752  1.065%  (2.161% of nonspam,  85641 weighted)
# False negatives:     56052  21.691%  (42.766% of spam, 117232 weighted)
# Average score for spam:  8.1    nonspam: 1.0
# Average for false-pos:   6.0  false-neg: 2.1
# TOTAL:              258409  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15604  97.65%
# Correctly spam:       9435  57.35%
# False positives:       375  2.35%
# False negatives:      7016  42.65%
# TCR(l=50): 0.638477  SpamRecall: 57.352%  SpamPrec: 96.177%

##### 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: 125237  98.35%
# Correctly spam:      44043  33.60%
# False positives:      2106  1.65%
# False negatives:     87023  66.40%
# TCR(l=50): 0.681489  SpamRecall: 33.604%  SpamPrec: 95.437%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15708  98.30%
# Correctly spam:       5591  33.99%
# False positives:       271  1.70%
# False negatives:     10860  66.01%
# TCR(l=50): 0.673945  SpamRecall: 33.986%  SpamPrec: 95.377%