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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 165858  36.236%  (99.522% of non-spam corpus)
# Correctly spam:     287870  62.892%  (98.903% of spam corpus)
# False positives:       796  0.174%  (0.478% of nonspam, 100111 weighted)
# False negatives:      3194  0.698%  (1.097% of spam,   6053 weighted)
# Average score for spam:  30.1    nonspam: -1.5
# Average for false-pos:   7.2  false-neg: 1.9
# TOTAL:              457718  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20903  99.60%
# Correctly spam:      35964  98.92%
# False positives:        84  0.40%
# False negatives:       393  1.08%
# TCR(l=50): 7.915741  SpamRecall: 98.919%  SpamPrec: 99.767%

##### 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: 166448  99.88%
# Correctly spam:     284316  97.68%
# False positives:       206  0.12%
# False negatives:      6748  2.32%
# TCR(l=50): 17.073205  SpamRecall: 97.682%  SpamPrec: 99.928%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20962  99.88%
# Correctly spam:      35538  97.75%
# False positives:        25  0.12%
# False negatives:       819  2.25%
# TCR(l=50): 17.572257  SpamRecall: 97.747%  SpamPrec: 99.930%