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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 126195  29.714%  (98.097% of non-spam corpus)
# Correctly spam:     217486  51.209%  (73.460% of spam corpus)
# False positives:      2448  0.576%  (1.903% of nonspam, 168628 weighted)
# False negatives:     78574  18.501%  (26.540% of spam, 245531 weighted)
# Average score for spam:  12.0    nonspam: 0.7
# Average for false-pos:   6.0  false-neg: 3.1
# TOTAL:              424703  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15858  98.13%
# Correctly spam:      26946  72.95%
# False positives:       302  1.87%
# False negatives:      9992  27.05%
# TCR(l=50): 1.472103  SpamRecall: 72.949%  SpamPrec: 98.892%

##### 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: 125516  97.57%
# Correctly spam:     171160  57.81%
# False positives:      3127  2.43%
# False negatives:    124900  42.19%
# TCR(l=50): 1.052658  SpamRecall: 57.813%  SpamPrec: 98.206%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15786  97.69%
# Correctly spam:      21266  57.57%
# False positives:       374  2.31%
# False negatives:     15672  42.43%
# TCR(l=50): 1.074654  SpamRecall: 57.572%  SpamPrec: 98.272%