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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150387  20.901%  (99.136% of non-spam corpus)
# Correctly spam:     472326  65.646%  (83.184% of spam corpus)
# False positives:      1311  0.182%  (0.864% of nonspam, 323411 weighted)
# False negatives:     95480  13.270%  (16.816% of spam, 257417 weighted)
# Average score for spam:  9.1    nonspam: -0.3
# Average for false-pos:   6.6  false-neg: 2.7
# TOTAL:              719504  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18915  99.12%
# Correctly spam:      58879  83.08%
# False positives:       168  0.88%
# False negatives:     11987  16.92%
# TCR(l=50): 3.476039  SpamRecall: 83.085%  SpamPrec: 99.715%

##### 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: 150845  99.44%
# Correctly spam:     248875  43.83%
# False positives:       853  0.56%
# False negatives:    318931  56.17%
# TCR(l=50): 1.570342  SpamRecall: 43.831%  SpamPrec: 99.658%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18967  99.39%
# Correctly spam:      31099  43.88%
# False positives:       116  0.61%
# False negatives:     39767  56.12%
# TCR(l=50): 1.555204  SpamRecall: 43.884%  SpamPrec: 99.628%