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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 224844  21.439%  (99.751% of non-spam corpus)
# Correctly spam:     744949  71.031%  (90.477% of spam corpus)
# False positives:       561  0.053%  (0.249% of nonspam, 141105 weighted)
# False negatives:     78405  7.476%  (9.523% of spam, 181622 weighted)
# Average score for spam:  20.7    nonspam: -0.5
# Average for false-pos:   6.9  false-neg: 2.3
# TOTAL:              1048759  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28154  99.73%
# Correctly spam:      92882  90.48%
# False positives:        77  0.27%
# False negatives:      9776  9.52%
# TCR(l=50): 7.533979  SpamRecall: 90.477%  SpamPrec: 99.917%

##### 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: 223182  99.01%
# Correctly spam:     479786  58.27%
# False positives:      2223  0.99%
# False negatives:    343568  41.73%
# TCR(l=50): 1.810691  SpamRecall: 58.272%  SpamPrec: 99.539%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27964  99.05%
# Correctly spam:      59665  58.12%
# False positives:       267  0.95%
# False negatives:     42993  41.88%
# TCR(l=50): 1.822019  SpamRecall: 58.120%  SpamPrec: 99.554%