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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 185911  59.247%  (99.225% of non-spam corpus)
# Correctly spam:      87327  27.830%  (69.074% of spam corpus)
# False positives:      1453  0.463%  (0.775% of nonspam,  62870 weighted)
# False negatives:     39099  12.460%  (30.926% of spam, 108142 weighted)
# Average score for spam:  12.1    nonspam: -0.2
# Average for false-pos:   6.4  false-neg: 2.8
# TOTAL:              313790  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23310  99.13%
# Correctly spam:      10925  68.84%
# False positives:       205  0.87%
# False negatives:      4945  31.16%
# TCR(l=50): 1.044423  SpamRecall: 68.841%  SpamPrec: 98.158%

##### 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: 186462  99.52%
# Correctly spam:      73226  57.92%
# False positives:       902  0.48%
# False negatives:     53200  42.08%
# TCR(l=50): 1.286124  SpamRecall: 57.920%  SpamPrec: 98.783%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23385  99.45%
# Correctly spam:       9165  57.75%
# False positives:       130  0.55%
# False negatives:      6705  42.25%
# TCR(l=50): 1.201817  SpamRecall: 57.750%  SpamPrec: 98.601%