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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 179853  21.777%  (99.432% of non-spam corpus)
# Correctly spam:     611732  74.069%  (94.840% of spam corpus)
# False positives:      1027  0.124%  (0.568% of nonspam, 234278 weighted)
# False negatives:     33283  4.030%  (5.160% of spam,  93568 weighted)
# Average score for spam:  11.3    nonspam: -0.6
# Average for false-pos:   6.4  false-neg: 2.8
# TOTAL:              825895  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22604  99.51%
# Correctly spam:      76426  94.96%
# False positives:       112  0.49%
# False negatives:      4053  5.04%
# TCR(l=50): 8.337201  SpamRecall: 94.964%  SpamPrec: 99.854%

##### 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: 180382  99.72%
# Correctly spam:     197163  30.57%
# False positives:       498  0.28%
# False negatives:    447852  69.43%
# TCR(l=50): 1.364383  SpamRecall: 30.567%  SpamPrec: 99.748%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22656  99.74%
# Correctly spam:      24686  30.67%
# False positives:        60  0.26%
# False negatives:     55793  69.33%
# TCR(l=50): 1.368853  SpamRecall: 30.674%  SpamPrec: 99.758%