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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 657782  40.546%  (99.564% of non-spam corpus)
# Correctly spam:     785727  48.432%  (81.705% of spam corpus)
# False positives:      2881  0.178%  (0.436% of nonspam, 121809 weighted)
# False negatives:    175932  10.844%  (18.295% of spam, 388932 weighted)
# Average score for spam:  10.8    nonspam: 0.6
# Average for false-pos:   5.8  false-neg: 2.2
# TOTAL:              1622322  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  81916  99.42%
# Correctly spam:      98211  81.78%
# False positives:       481  0.58%
# False negatives:     21887  18.22%
# TCR(l=50): 2.614407  SpamRecall: 81.776%  SpamPrec: 99.513%

##### 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: 645270  97.67%
# Correctly spam:     401849  41.79%
# False positives:     15393  2.33%
# False negatives:    559810  58.21%
# TCR(l=50): 0.723346  SpamRecall: 41.787%  SpamPrec: 96.311%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  80428  97.61%
# Correctly spam:      50332  41.91%
# False positives:      1969  2.39%
# False negatives:     69766  58.09%
# TCR(l=50): 0.713951  SpamRecall: 41.909%  SpamPrec: 96.235%