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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 291904  18.708%  (99.053% of non-spam corpus)
# Correctly spam:     1107968  71.010%  (87.544% of spam corpus)
# False positives:      2791  0.179%  (0.947% of nonspam, 839890 weighted)
# False negatives:    157640  10.103%  (12.456% of spam, 424765 weighted)
# Average score for spam:  11.4    nonspam: -0.4
# Average for false-pos:   7.0  false-neg: 2.7
# TOTAL:              1560303  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36402  98.97%
# Correctly spam:     138502  87.57%
# False positives:       379  1.03%
# False negatives:     19664  12.43%
# TCR(l=50): 4.096079  SpamRecall: 87.567%  SpamPrec: 99.727%

##### 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: 293185  99.49%
# Correctly spam:     738951  58.39%
# False positives:      1510  0.51%
# False negatives:    526657  41.61%
# TCR(l=50): 2.101791  SpamRecall: 58.387%  SpamPrec: 99.796%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36592  99.49%
# Correctly spam:      92122  58.24%
# False positives:       189  0.51%
# False negatives:     66044  41.76%
# TCR(l=50): 2.095080  SpamRecall: 58.244%  SpamPrec: 99.795%