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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 144300  23.198%  (99.488% of non-spam corpus)
# Correctly spam:     369866  59.461%  (77.541% of spam corpus)
# False positives:       742  0.119%  (0.512% of nonspam, 166313 weighted)
# False negatives:    107128  17.222%  (22.459% of spam, 338260 weighted)
# Average score for spam:  8.7    nonspam: -0.6
# Average for false-pos:   6.8  false-neg: 3.2
# TOTAL:              622036  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18089  99.45%
# Correctly spam:      46269  77.75%
# False positives:       100  0.55%
# False negatives:     13238  22.25%
# TCR(l=50): 3.262803  SpamRecall: 77.754%  SpamPrec: 99.784%

##### 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: 144595  99.69%
# Correctly spam:     249399  52.29%
# False positives:       447  0.31%
# False negatives:    227595  47.71%
# TCR(l=50): 1.908396  SpamRecall: 52.286%  SpamPrec: 99.821%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18126  99.65%
# Correctly spam:      31143  52.34%
# False positives:        63  0.35%
# False negatives:     28364  47.66%
# TCR(l=50): 1.888272  SpamRecall: 52.335%  SpamPrec: 99.798%