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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 194676  37.698%  (98.978% of non-spam corpus)
# Correctly spam:     263059  50.940%  (82.276% of spam corpus)
# False positives:      2010  0.389%  (1.022% of nonspam, 356197 weighted)
# False negatives:     56669  10.974%  (17.724% of spam, 129454 weighted)
# Average score for spam:  10.0    nonspam: -1.0
# Average for false-pos:   10.9  false-neg: 2.3
# TOTAL:              516414  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24299  98.84%
# Correctly spam:      32866  82.54%
# False positives:       286  1.16%
# False negatives:      6953  17.46%
# TCR(l=50): 1.873571  SpamRecall: 82.538%  SpamPrec: 99.137%

##### 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: 195182  99.24%
# Correctly spam:     106591  33.34%
# False positives:      1504  0.76%
# False negatives:    213137  66.66%
# TCR(l=50): 1.108869  SpamRecall: 33.338%  SpamPrec: 98.609%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24378  99.16%
# Correctly spam:      13355  33.54%
# False positives:       207  0.84%
# False negatives:     26464  66.46%
# TCR(l=50): 1.081627  SpamRecall: 33.539%  SpamPrec: 98.474%
