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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 129929  48.011%  (99.457% of non-spam corpus)
# Correctly spam:      85801  31.705%  (61.294% of spam corpus)
# False positives:       709  0.262%  (0.543% of nonspam,  47021 weighted)
# False negatives:     54182  20.021%  (38.706% of spam, 146189 weighted)
# Average score for spam:  9.6    nonspam: -0.2
# Average for false-pos:   6.2  false-neg: 2.7
# TOTAL:              270621  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16288  99.38%
# Correctly spam:      10773  61.39%
# False positives:       102  0.62%
# False negatives:      6775  38.61%
# TCR(l=50): 1.477726  SpamRecall: 61.392%  SpamPrec: 99.062%

##### 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: 130396  99.81%
# Correctly spam:      49023  35.02%
# False positives:       242  0.19%
# False negatives:     90960  64.98%
# TCR(l=50): 1.358267  SpamRecall: 35.021%  SpamPrec: 99.509%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16360  99.82%
# Correctly spam:       6202  35.34%
# False positives:        30  0.18%
# False negatives:     11346  64.66%
# TCR(l=50): 1.366028  SpamRecall: 35.343%  SpamPrec: 99.519%