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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 173080  27.983%  (97.517% of non-spam corpus)
# Correctly spam:     231642  37.451%  (52.523% of spam corpus)
# False positives:      4407  0.713%  (2.483% of nonspam, 332842 weighted)
# False negatives:    209387  33.853%  (47.477% of spam, 604867 weighted)
# Average score for spam:  6.8    nonspam: 0.9
# Average for false-pos:   6.1  false-neg: 2.9
# TOTAL:              618516  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21693  97.27%
# Correctly spam:      28853  52.47%
# False positives:       609  2.73%
# False negatives:     26133  47.53%
# TCR(l=50): 0.971776  SpamRecall: 52.473%  SpamPrec: 97.933%

##### 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: 172569  97.23%
# Correctly spam:     101693  23.06%
# False positives:      4918  2.77%
# False negatives:    339336  76.94%
# TCR(l=50): 0.753592  SpamRecall: 23.058%  SpamPrec: 95.387%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21688  97.25%
# Correctly spam:      12738  23.17%
# False positives:       614  2.75%
# False negatives:     42248  76.83%
# TCR(l=50): 0.753770  SpamRecall: 23.166%  SpamPrec: 95.401%