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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 148411  19.296%  (94.160% of non-spam corpus)
# Correctly spam:     522852  67.979%  (85.500% of spam corpus)
# False positives:      9205  1.197%  (5.840% of nonspam, 1098251 weighted)
# False negatives:     88674  11.529%  (14.500% of spam, 280534 weighted)
# Average score for spam:  8.2    nonspam: 1.2
# Average for false-pos:   6.2  false-neg: 3.2
# TOTAL:              769142  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18648  93.97%
# Correctly spam:      65276  85.43%
# False positives:      1197  6.03%
# False negatives:     11134  14.57%
# TCR(l=50): 1.076440  SpamRecall: 85.429%  SpamPrec: 98.199%

##### 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: 149528  94.87%
# Correctly spam:      78350  12.81%
# False positives:      8088  5.13%
# False negatives:    533176  87.19%
# TCR(l=50): 0.652242  SpamRecall: 12.812%  SpamPrec: 90.643%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18813  94.80%
# Correctly spam:       9680  12.67%
# False positives:      1032  5.20%
# False negatives:     66730  87.33%
# TCR(l=50): 0.645736  SpamRecall: 12.668%  SpamPrec: 90.366%