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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 164823  15.585%  (93.005% of non-spam corpus)
# Correctly spam:     710228  67.157%  (80.677% of spam corpus)
# False positives:     12397  1.172%  (6.995% of nonspam, 1645865 weighted)
# False negatives:    170109  16.085%  (19.323% of spam, 378490 weighted)
# Average score for spam:  8.1    nonspam: 0.7
# Average for false-pos:   5.3  false-neg: 2.2
# TOTAL:              1057557  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20763  93.23%
# Correctly spam:      89687  81.62%
# False positives:      1507  6.77%
# False negatives:     20193  18.38%
# TCR(l=50): 1.150058  SpamRecall: 81.623%  SpamPrec: 98.347%

##### 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: 175381  98.96%
# Correctly spam:     204664  23.25%
# False positives:      1839  1.04%
# False negatives:    675673  76.75%
# TCR(l=50): 1.146835  SpamRecall: 23.248%  SpamPrec: 99.109%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22032  98.93%
# Correctly spam:      25358  23.08%
# False positives:       238  1.07%
# False negatives:     84522  76.92%
# TCR(l=50): 1.139574  SpamRecall: 23.078%  SpamPrec: 99.070%