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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 214664  31.900%  (97.132% of non-spam corpus)
# Correctly spam:     385212  57.245%  (85.239% of spam corpus)
# False positives:      6339  0.942%  (2.868% of nonspam, 1712904 weighted)
# False negatives:     66709  9.913%  (14.761% of spam, 177235 weighted)
# Average score for spam:  10.7    nonspam: -0.2
# Average for false-pos:   13.2  false-neg: 2.7
# TOTAL:              672924  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26796  96.95%
# Correctly spam:      48401  85.89%
# False positives:       843  3.05%
# False negatives:      7950  14.11%
# TCR(l=50): 1.124770  SpamRecall: 85.892%  SpamPrec: 98.288%

##### 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: 215655  97.58%
# Correctly spam:     153633  34.00%
# False positives:      5348  2.42%
# False negatives:    298288  66.00%
# TCR(l=50): 0.798887  SpamRecall: 33.996%  SpamPrec: 96.636%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26949  97.50%
# Correctly spam:      19352  34.34%
# False positives:       690  2.50%
# False negatives:     36999  65.66%
# TCR(l=50): 0.788137  SpamRecall: 34.342%  SpamPrec: 96.557%
