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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 365090  51.101%  (99.757% of non-spam corpus)
# Correctly spam:     314488  44.018%  (90.247% of spam corpus)
# False positives:       888  0.124%  (0.243% of nonspam,  59716 weighted)
# False negatives:     33988  4.757%  (9.753% of spam,  64487 weighted)
# Average score for spam:  17.8    nonspam: -0.9
# Average for false-pos:   7.1  false-neg: 1.9
# TOTAL:              714454  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  45497  99.72%
# Correctly spam:      39266  90.36%
# False positives:       126  0.28%
# False negatives:      4187  9.64%
# TCR(l=50): 4.143511  SpamRecall: 90.364%  SpamPrec: 99.680%

##### 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: 365170  99.78%
# Correctly spam:     264383  75.87%
# False positives:       808  0.22%
# False negatives:     84093  24.13%
# TCR(l=50): 2.799161  SpamRecall: 75.868%  SpamPrec: 99.695%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  45518  99.77%
# Correctly spam:      33051  76.06%
# False positives:       105  0.23%
# False negatives:     10402  23.94%
# TCR(l=50): 2.776195  SpamRecall: 76.061%  SpamPrec: 99.683%