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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 558607  36.244%  (99.607% of non-spam corpus)
# Correctly spam:     835096  54.184%  (85.178% of spam corpus)
# False positives:      2204  0.143%  (0.393% of nonspam, 112175 weighted)
# False negatives:    145316  9.429%  (14.822% of spam, 365746 weighted)
# Average score for spam:  12.9    nonspam: 0.6
# Average for false-pos:   5.8  false-neg: 2.5
# TOTAL:              1541223  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  69797  99.64%
# Correctly spam:     104274  85.23%
# False positives:       249  0.36%
# False negatives:     18072  14.77%
# TCR(l=50): 4.008453  SpamRecall: 85.229%  SpamPrec: 99.762%

##### 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: 546014  97.36%
# Correctly spam:     444488  45.34%
# False positives:     14797  2.64%
# False negatives:    535924  54.66%
# TCR(l=50): 0.768484  SpamRecall: 45.337%  SpamPrec: 96.778%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  68260  97.45%
# Correctly spam:      55245  45.15%
# False positives:      1786  2.55%
# False negatives:     67101  54.85%
# TCR(l=50): 0.782258  SpamRecall: 45.155%  SpamPrec: 96.868%