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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 144896  22.028%  (98.524% of non-spam corpus)
# Correctly spam:     395170  60.076%  (77.376% of spam corpus)
# False positives:      2171  0.330%  (1.476% of nonspam, 236619 weighted)
# False negatives:    115546  17.566%  (22.624% of spam, 246445 weighted)
# Average score for spam:  6.9    nonspam: 0.2
# Average for false-pos:   6.3  false-neg: 2.1
# TOTAL:              657783  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18160  98.39%
# Correctly spam:      48855  76.58%
# False positives:       297  1.61%
# False negatives:     14941  23.42%
# TCR(l=50): 2.141452  SpamRecall: 76.580%  SpamPrec: 99.396%

##### 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: 145666  99.05%
# Correctly spam:     135715  26.57%
# False positives:      1401  0.95%
# False negatives:    375001  73.43%
# TCR(l=50): 1.147545  SpamRecall: 26.573%  SpamPrec: 98.978%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18274  99.01%
# Correctly spam:      17030  26.69%
# False positives:       183  0.99%
# False negatives:     46766  73.31%
# TCR(l=50): 1.140926  SpamRecall: 26.694%  SpamPrec: 98.937%