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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 787875  51.907%  (99.586% of non-spam corpus)
# Correctly spam:     573858  37.807%  (78.966% of spam corpus)
# False positives:      3275  0.216%  (0.414% of nonspam,  90440 weighted)
# False negatives:    152859  10.071%  (21.034% of spam, 343568 weighted)
# Average score for spam:  9.0    nonspam: 0.6
# Average for false-pos:   6.0  false-neg: 2.2
# TOTAL:              1517867  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  97961  99.38%
# Correctly spam:      72850  80.39%
# False positives:       615  0.62%
# False negatives:     17770  19.61%
# TCR(l=50): 1.867683  SpamRecall: 80.391%  SpamPrec: 99.163%

##### 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: 774833  97.94%
# Correctly spam:     307385  42.30%
# False positives:     16317  2.06%
# False negatives:    419332  57.70%
# TCR(l=50): 0.588348  SpamRecall: 42.298%  SpamPrec: 94.959%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  96566  97.96%
# Correctly spam:      38448  42.43%
# False positives:      2010  2.04%
# False negatives:     52172  57.57%
# TCR(l=50): 0.593560  SpamRecall: 42.428%  SpamPrec: 95.032%