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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 851870  54.054%  (99.609% of non-spam corpus)
# Correctly spam:     656921  41.683%  (91.143% of spam corpus)
# False positives:      3344  0.212%  (0.391% of nonspam, 195143 weighted)
# False negatives:     63839  4.051%  (8.857% of spam, 126654 weighted)
# Average score for spam:  15.0    nonspam: -1.2
# Average for false-pos:   6.9  false-neg: 2.0
# TOTAL:              1575974  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 105325  98.73%
# Correctly spam:      81799  90.99%
# False positives:      1358  1.27%
# False negatives:      8103  9.01%
# TCR(l=50): 1.182874  SpamRecall: 90.987%  SpamPrec: 98.367%

##### 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: 851079  99.52%
# Correctly spam:     435397  60.41%
# False positives:      4135  0.48%
# False negatives:    285363  39.59%
# TCR(l=50): 1.464623  SpamRecall: 60.408%  SpamPrec: 99.059%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 106164  99.51%
# Correctly spam:      54068  60.14%
# False positives:       519  0.49%
# False negatives:     35834  39.86%
# TCR(l=50): 1.455102  SpamRecall: 60.141%  SpamPrec: 99.049%