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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 123285  13.403%  (94.817% of non-spam corpus)
# Correctly spam:     729039  79.259%  (92.307% of spam corpus)
# False positives:      6739  0.733%  (5.183% of nonspam, 1278091 weighted)
# False negatives:     60755  6.605%  (7.693% of spam, 164276 weighted)
# Average score for spam:  11.9    nonspam: 1.3
# Average for false-pos:   6.2  false-neg: 2.7
# TOTAL:              919818  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15432  94.60%
# Correctly spam:      90995  92.46%
# False positives:       881  5.40%
# False negatives:      7420  7.54%
# TCR(l=50): 1.912085  SpamRecall: 92.460%  SpamPrec: 99.041%

##### 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: 124146  95.48%
# Correctly spam:      89375  11.32%
# False positives:      5878  4.52%
# False negatives:    700419  88.68%
# TCR(l=50): 0.794306  SpamRecall: 11.316%  SpamPrec: 93.829%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15559  95.38%
# Correctly spam:      11148  11.33%
# False positives:       754  4.62%
# False negatives:     87267  88.67%
# TCR(l=50): 0.787528  SpamRecall: 11.328%  SpamPrec: 93.665%