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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 224830  21.438%  (99.748% of non-spam corpus)
# Correctly spam:     744976  71.035%  (90.481% of spam corpus)
# False positives:       567  0.054%  (0.252% of nonspam, 147107 weighted)
# False negatives:     78378  7.473%  (9.519% of spam, 183111 weighted)
# Average score for spam:  20.6    nonspam: -0.5
# Average for false-pos:   7.1  false-neg: 2.3
# TOTAL:              1048751  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28160  99.75%
# Correctly spam:      92940  90.53%
# False positives:        71  0.25%
# False negatives:      9718  9.47%
# TCR(l=50): 7.737263  SpamRecall: 90.534%  SpamPrec: 99.924%

##### 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: 223185  99.02%
# Correctly spam:     479786  58.27%
# False positives:      2212  0.98%
# False negatives:    343568  41.73%
# TCR(l=50): 1.812884  SpamRecall: 58.272%  SpamPrec: 99.541%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27938  98.96%
# Correctly spam:      59665  58.12%
# False positives:       293  1.04%
# False negatives:     42993  41.88%
# TCR(l=50): 1.780927  SpamRecall: 58.120%  SpamPrec: 99.511%