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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 174416  37.097%  (99.513% of non-spam corpus)
# Correctly spam:     241546  51.375%  (81.909% of spam corpus)
# False positives:       854  0.182%  (0.487% of nonspam,  88991 weighted)
# False negatives:     53349  11.347%  (18.091% of spam, 123826 weighted)
# Average score for spam:  12.1    nonspam: -0.2
# Average for false-pos:   6.2  false-neg: 2.3
# TOTAL:              470165  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21927  99.51%
# Correctly spam:      30160  81.95%
# False positives:       108  0.49%
# False negatives:      6643  18.05%
# TCR(l=50): 3.055966  SpamRecall: 81.950%  SpamPrec: 99.643%

##### 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: 174796  99.73%
# Correctly spam:     155675  52.79%
# False positives:       474  0.27%
# False negatives:    139220  47.21%
# TCR(l=50): 1.810060  SpamRecall: 52.790%  SpamPrec: 99.696%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21974  99.72%
# Correctly spam:      19471  52.91%
# False positives:        61  0.28%
# False negatives:     17332  47.09%
# TCR(l=50): 1.805662  SpamRecall: 52.906%  SpamPrec: 99.688%