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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 291901  18.708%  (99.052% of non-spam corpus)
# Correctly spam:     1108148  71.020%  (87.556% of spam corpus)
# False positives:      2794  0.179%  (0.948% of nonspam, 840666 weighted)
# False negatives:    157490  10.093%  (12.444% of spam, 424461 weighted)
# Average score for spam:  11.4    nonspam: -0.4
# Average for false-pos:   7.0  false-neg: 2.7
# TOTAL:              1560333  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36405  98.98%
# Correctly spam:     138541  87.59%
# False positives:       376  1.02%
# False negatives:     19631  12.41%
# TCR(l=50): 4.115740  SpamRecall: 87.589%  SpamPrec: 99.729%

##### 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:     739050  58.39%
# False positives:      1510  0.51%
# False negatives:    526588  41.61%
# TCR(l=50): 2.102081  SpamRecall: 58.393%  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:      92214  58.30%
# False positives:       189  0.51%
# False negatives:     65958  41.70%
# TCR(l=50): 2.097549  SpamRecall: 58.300%  SpamPrec: 99.795%