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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 180419  27.989%  (99.253% of non-spam corpus)
# Correctly spam:     370995  57.553%  (80.156% of spam corpus)
# False positives:      1358  0.211%  (0.747% of nonspam, 219254 weighted)
# False negatives:     91844  14.248%  (19.844% of spam, 247287 weighted)
# Average score for spam:  10.7    nonspam: -0.4
# Average for false-pos:   6.3  false-neg: 2.7
# TOTAL:              644616  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22656  99.24%
# Correctly spam:      46324  80.27%
# False positives:       174  0.76%
# False negatives:     11388  19.73%
# TCR(l=50): 2.872959  SpamRecall: 80.268%  SpamPrec: 99.626%

##### 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: 180829  99.48%
# Correctly spam:     227045  49.05%
# False positives:       948  0.52%
# False negatives:    235794  50.95%
# TCR(l=50): 1.634353  SpamRecall: 49.055%  SpamPrec: 99.584%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22717  99.51%
# Correctly spam:      28581  49.52%
# False positives:       113  0.49%
# False negatives:     29131  50.48%
# TCR(l=50): 1.659297  SpamRecall: 49.523%  SpamPrec: 99.606%