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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 167074  20.156%  (96.208% of non-spam corpus)
# Correctly spam:     612018  73.836%  (93.406% of spam corpus)
# False positives:      6586  0.795%  (3.792% of nonspam, 779304 weighted)
# False negatives:     43206  5.213%  (6.594% of spam, 109909 weighted)
# Average score for spam:  12.2    nonspam: 1.0
# Average for false-pos:   6.3  false-neg: 2.5
# TOTAL:              828884  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20910  95.81%
# Correctly spam:      76357  93.45%
# False positives:       914  4.19%
# False negatives:      5356  6.55%
# TCR(l=50): 1.600458  SpamRecall: 93.445%  SpamPrec: 98.817%

##### 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: 167794  96.62%
# Correctly spam:      83329  12.72%
# False positives:      5866  3.38%
# False negatives:    571895  87.28%
# TCR(l=50): 0.757314  SpamRecall: 12.718%  SpamPrec: 93.423%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21076  96.57%
# Correctly spam:      10433  12.77%
# False positives:       748  3.43%
# False negatives:     71280  87.23%
# TCR(l=50): 0.751868  SpamRecall: 12.768%  SpamPrec: 93.310%