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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 163882  51.250%  (99.048% of non-spam corpus)
# Correctly spam:     101337  31.691%  (65.670% of spam corpus)
# False positives:      1575  0.493%  (0.952% of nonspam,  95211 weighted)
# False negatives:     52975  16.567%  (34.330% of spam, 147613 weighted)
# Average score for spam:  13.6    nonspam: -0.4
# Average for false-pos:   6.5  false-neg: 2.8
# TOTAL:              319769  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20621  99.04%
# Correctly spam:      12759  65.73%
# False positives:       200  0.96%
# False negatives:      6651  34.27%
# TCR(l=50): 1.165696  SpamRecall: 65.734%  SpamPrec: 98.457%

##### 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: 164830  99.62%
# Correctly spam:      70023  45.38%
# False positives:       627  0.38%
# False negatives:     84289  54.62%
# TCR(l=50): 1.334429  SpamRecall: 45.378%  SpamPrec: 99.113%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20753  99.67%
# Correctly spam:       8806  45.37%
# False positives:        68  0.33%
# False negatives:     10604  54.63%
# TCR(l=50): 1.386033  SpamRecall: 45.368%  SpamPrec: 99.234%