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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 192083  15.345%  (97.613% of non-spam corpus)
# Correctly spam:     672982  53.761%  (63.788% of spam corpus)
# False positives:      4698  0.375%  (2.387% of nonspam, 730834 weighted)
# False negatives:    382039  30.519%  (36.212% of spam, 947159 weighted)
# Average score for spam:  6.3    nonspam: 1.1
# Average for false-pos:   5.8  false-neg: 2.5
# TOTAL:              1251802  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23968  97.45%
# Correctly spam:      83906  63.71%
# False positives:       626  2.55%
# False negatives:     47799  36.29%
# TCR(l=50): 1.665065  SpamRecall: 63.708%  SpamPrec: 99.259%

##### 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: 192221  97.68%
# Correctly spam:     507109  48.07%
# False positives:      4560  2.32%
# False negatives:    547912  51.93%
# TCR(l=50): 1.359717  SpamRecall: 48.066%  SpamPrec: 99.109%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24032  97.71%
# Correctly spam:      63095  47.91%
# False positives:       562  2.29%
# False negatives:     68610  52.09%
# TCR(l=50): 1.361855  SpamRecall: 47.906%  SpamPrec: 99.117%