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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 145196  14.585%  (98.560% of non-spam corpus)
# Correctly spam:     693702  69.685%  (81.788% of spam corpus)
# False positives:      2122  0.213%  (1.440% of nonspam, 386867 weighted)
# False negatives:    154467  15.517%  (18.212% of spam, 337569 weighted)
# Average score for spam:  7.2    nonspam: 0.2
# Average for false-pos:   6.3  false-neg: 2.2
# TOTAL:              995487  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18191  98.35%
# Correctly spam:      86505  81.80%
# False positives:       305  1.65%
# False negatives:     19246  18.20%
# TCR(l=50): 3.065602  SpamRecall: 81.801%  SpamPrec: 99.649%

##### 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: 145920  99.05%
# Correctly spam:     175566  20.70%
# False positives:      1398  0.95%
# False negatives:    672603  79.30%
# TCR(l=50): 1.142311  SpamRecall: 20.699%  SpamPrec: 99.210%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18300  98.94%
# Correctly spam:      21937  20.74%
# False positives:       196  1.06%
# False negatives:     83814  79.26%
# TCR(l=50): 1.129649  SpamRecall: 20.744%  SpamPrec: 99.114%