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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 276642  62.239%  (99.606% of non-spam corpus)
# Correctly spam:      92009  20.700%  (55.178% of spam corpus)
# False positives:      1093  0.246%  (0.394% of nonspam,  19533 weighted)
# False negatives:     74739  16.815%  (44.822% of spam, 174512 weighted)
# Average score for spam:  9.4    nonspam: 0.5
# Average for false-pos:   6.0  false-neg: 2.3
# TOTAL:              444483  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34581  99.54%
# Correctly spam:      11573  55.11%
# False positives:       161  0.46%
# False negatives:      9427  44.89%
# TCR(l=50): 1.201579  SpamRecall: 55.110%  SpamPrec: 98.628%

##### 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: 271574  97.78%
# Correctly spam:      50022  30.00%
# False positives:      6161  2.22%
# False negatives:    116726  70.00%
# TCR(l=50): 0.392555  SpamRecall: 29.999%  SpamPrec: 89.034%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33967  97.77%
# Correctly spam:       6296  29.98%
# False positives:       775  2.23%
# False negatives:     14704  70.02%
# TCR(l=50): 0.392861  SpamRecall: 29.981%  SpamPrec: 89.040%
