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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 381012  50.948%  (99.327% of non-spam corpus)
# Correctly spam:     176599  23.614%  (48.483% of spam corpus)
# False positives:      2583  0.345%  (0.673% of nonspam,  75701 weighted)
# False negatives:    187650  25.092%  (51.517% of spam, 387485 weighted)
# Average score for spam:  5.3    nonspam: 0.7
# Average for false-pos:   6.2  false-neg: 2.1
# TOTAL:              747844  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  47458  99.25%
# Correctly spam:      22180  48.84%
# False positives:       361  0.75%
# False negatives:     23237  51.16%
# TCR(l=50): 1.100031  SpamRecall: 48.836%  SpamPrec: 98.398%

##### 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: 376352  98.11%
# Correctly spam:     115325  31.66%
# False positives:      7243  1.89%
# False negatives:    248924  68.34%
# TCR(l=50): 0.596080  SpamRecall: 31.661%  SpamPrec: 94.091%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  46921  98.12%
# Correctly spam:      14425  31.76%
# False positives:       898  1.88%
# False negatives:     30992  68.24%
# TCR(l=50): 0.598443  SpamRecall: 31.761%  SpamPrec: 94.140%
