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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 161283  15.269%  (93.798% of non-spam corpus)
# Correctly spam:     624465  59.118%  (70.612% of spam corpus)
# False positives:     10665  1.010%  (6.202% of nonspam, 1462840 weighted)
# False negatives:    259897  24.604%  (29.388% of spam, 379434 weighted)
# Average score for spam:  7.5    nonspam: 0.8
# Average for false-pos:   5.3  false-neg: 1.5
# TOTAL:              1056310  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20289  93.74%
# Correctly spam:      78104  70.75%
# False positives:      1356  6.26%
# False negatives:     32283  29.25%
# TCR(l=50): 1.102955  SpamRecall: 70.755%  SpamPrec: 98.293%

##### 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: 169575  98.62%
# Correctly spam:     238792  27.00%
# False positives:      2373  1.38%
# False negatives:    645570  73.00%
# TCR(l=50): 1.157209  SpamRecall: 27.002%  SpamPrec: 99.016%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21325  98.52%
# Correctly spam:      30027  27.20%
# False positives:       320  1.48%
# False negatives:     80360  72.80%
# TCR(l=50): 1.145569  SpamRecall: 27.202%  SpamPrec: 98.946%