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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 182596  47.617%  (96.743% of non-spam corpus)
# Correctly spam:      86767  22.627%  (44.559% of spam corpus)
# False positives:      6148  1.603%  (3.257% of nonspam, 190387 weighted)
# False negatives:    107958  28.153%  (55.441% of spam, 293353 weighted)
# Average score for spam:  6.1    nonspam: 1.3
# Average for false-pos:   6.0  false-neg: 2.7
# TOTAL:              383469  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22879  96.59%
# Correctly spam:      10872  44.58%
# False positives:       808  3.41%
# False negatives:     13513  55.42%
# TCR(l=50): 0.452303  SpamRecall: 44.585%  SpamPrec: 93.082%

##### 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: 182781  96.84%
# Correctly spam:      43820  22.50%
# False positives:      5963  3.16%
# False negatives:    150905  77.50%
# TCR(l=50): 0.433633  SpamRecall: 22.504%  SpamPrec: 88.022%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22936  96.83%
# Correctly spam:       5350  21.94%
# False positives:       751  3.17%
# False negatives:     19035  78.06%
# TCR(l=50): 0.430945  SpamRecall: 21.940%  SpamPrec: 87.691%