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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 284472  39.093%  (96.023% of non-spam corpus)
# Correctly spam:     347178  47.710%  (80.473% of spam corpus)
# False positives:     11783  1.619%  (3.977% of nonspam, 494024 weighted)
# False negatives:     84246  11.577%  (19.527% of spam, 197467 weighted)
# Average score for spam:  13.0    nonspam: 1.3
# Average for false-pos:   5.8  false-neg: 2.3
# TOTAL:              727679  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35471  95.97%
# Correctly spam:      43322  80.55%
# False positives:      1489  4.03%
# False negatives:     10461  19.45%
# TCR(l=50): 0.633404  SpamRecall: 80.550%  SpamPrec: 96.677%

##### 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: 283815  95.80%
# Correctly spam:     221114  51.25%
# False positives:     12440  4.20%
# False negatives:    210310  48.75%
# TCR(l=50): 0.518345  SpamRecall: 51.252%  SpamPrec: 94.674%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35460  95.94%
# Correctly spam:      27716  51.53%
# False positives:      1500  4.06%
# False negatives:     26067  48.47%
# TCR(l=50): 0.532152  SpamRecall: 51.533%  SpamPrec: 94.866%