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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 176934  29.726%  (98.075% of non-spam corpus)
# Correctly spam:     371275  62.376%  (89.503% of spam corpus)
# False positives:      3472  0.583%  (1.925% of nonspam, 259969 weighted)
# False negatives:     43544  7.316%  (10.497% of spam, 123501 weighted)
# Average score for spam:  15.7    nonspam: 0.5
# Average for false-pos:   6.5  false-neg: 2.8
# TOTAL:              595225  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22225  98.13%
# Correctly spam:      46253  89.47%
# False positives:       424  1.87%
# False negatives:      5442  10.53%
# TCR(l=50): 1.940357  SpamRecall: 89.473%  SpamPrec: 99.092%

##### 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: 178721  99.07%
# Correctly spam:     172145  41.50%
# False positives:      1685  0.93%
# False negatives:    242674  58.50%
# TCR(l=50): 1.268855  SpamRecall: 41.499%  SpamPrec: 99.031%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22462  99.17%
# Correctly spam:      21534  41.66%
# False positives:       187  0.83%
# False negatives:     30161  58.34%
# TCR(l=50): 1.308370  SpamRecall: 41.656%  SpamPrec: 99.139%