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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 164744  13.355%  (94.803% of non-spam corpus)
# Correctly spam:     927972  75.224%  (87.558% of spam corpus)
# False positives:      9031  0.732%  (5.197% of nonspam, 1695137 weighted)
# False negatives:    131863  10.689%  (12.442% of spam, 367470 weighted)
# Average score for spam:  7.7    nonspam: 1.0
# Average for false-pos:   6.2  false-neg: 2.8
# TOTAL:              1233610  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20615  94.40%
# Correctly spam:     116132  87.77%
# False positives:      1224  5.60%
# False negatives:     16186  12.23%
# TCR(l=50): 1.709844  SpamRecall: 87.767%  SpamPrec: 98.957%

##### 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: 165831  95.43%
# Correctly spam:     195369  18.43%
# False positives:      7944  4.57%
# False negatives:    864466  81.57%
# TCR(l=50): 0.840028  SpamRecall: 18.434%  SpamPrec: 96.093%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20787  95.18%
# Correctly spam:      24403  18.44%
# False positives:      1052  4.82%
# False negatives:    107915  81.56%
# TCR(l=50): 0.824334  SpamRecall: 18.443%  SpamPrec: 95.867%