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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 134805  11.303%  (99.626% of non-spam corpus)
# Correctly spam:     1052849  88.280%  (99.578% of spam corpus)
# False positives:       506  0.042%  (0.374% of nonspam, 242961 weighted)
# False negatives:      4465  0.374%  (0.422% of spam,  13899 weighted)
# Average score for spam:  23.6    nonspam: -1.1
# Average for false-pos:   6.1  false-neg: 3.1
# TOTAL:              1192625  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16884  99.63%
# Correctly spam:     131451  99.58%
# False positives:        63  0.37%
# False negatives:       551  0.42%
# TCR(l=50): 35.666577  SpamRecall: 99.583%  SpamPrec: 99.952%

##### 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: 134758  99.59%
# Correctly spam:     1028477  97.27%
# False positives:       553  0.41%
# False negatives:     28837  2.73%
# TCR(l=50): 18.717829  SpamRecall: 97.273%  SpamPrec: 99.946%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16882  99.62%
# Correctly spam:     128476  97.33%
# False positives:        65  0.38%
# False negatives:      3526  2.67%
# TCR(l=50): 19.480815  SpamRecall: 97.329%  SpamPrec: 99.949%