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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 166760  14.448%  (93.985% of non-spam corpus)
# Correctly spam:     697663  60.445%  (71.425% of spam corpus)
# False positives:     10672  0.925%  (6.015% of nonspam, 1564304 weighted)
# False negatives:    279118  24.183%  (28.575% of spam, 423736 weighted)
# Average score for spam:  6.7    nonspam: 0.8
# Average for false-pos:   5.3  false-neg: 1.5
# TOTAL:              1154213  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21005  94.22%
# Correctly spam:      87111  71.45%
# False positives:      1289  5.78%
# False negatives:     34801  28.55%
# TCR(l=50): 1.228320  SpamRecall: 71.454%  SpamPrec: 98.542%

##### 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: 175023  98.64%
# Correctly spam:     285697  29.25%
# False positives:      2409  1.36%
# False negatives:    691084  70.75%
# TCR(l=50): 1.203623  SpamRecall: 29.249%  SpamPrec: 99.164%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21993  98.65%
# Correctly spam:      35610  29.21%
# False positives:       301  1.35%
# False negatives:     86302  70.79%
# TCR(l=50): 1.202857  SpamRecall: 29.210%  SpamPrec: 99.162%