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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 238347  28.975%  (95.632% of non-spam corpus)
# Correctly spam:     447822  54.440%  (78.105% of spam corpus)
# False positives:     10887  1.323%  (4.368% of nonspam, 723567 weighted)
# False negatives:    125539  15.261%  (21.895% of spam, 346771 weighted)
# Average score for spam:  9.7    nonspam: 1.4
# Average for false-pos:   5.8  false-neg: 2.8
# TOTAL:              822595  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29712  95.58%
# Correctly spam:      55900  78.10%
# False positives:      1373  4.42%
# False negatives:     15673  21.90%
# TCR(l=50): 0.848796  SpamRecall: 78.102%  SpamPrec: 97.603%

##### 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: 237897  95.45%
# Correctly spam:     218615  38.13%
# False positives:     11337  4.55%
# False negatives:    354746  61.87%
# TCR(l=50): 0.622139  SpamRecall: 38.129%  SpamPrec: 95.070%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29665  95.43%
# Correctly spam:      27367  38.24%
# False positives:      1420  4.57%
# False negatives:     44206  61.76%
# TCR(l=50): 0.621261  SpamRecall: 38.236%  SpamPrec: 95.067%