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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 165144  46.166%  (95.749% of non-spam corpus)
# Correctly spam:     110469  30.882%  (59.635% of spam corpus)
# False positives:      7332  2.050%  (4.251% of nonspam, 248490 weighted)
# False negatives:     74772  20.903%  (40.365% of spam, 203809 weighted)
# Average score for spam:  13.7    nonspam: 1.1
# Average for false-pos:   6.3  false-neg: 2.7
# TOTAL:              357717  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20771  95.72%
# Correctly spam:      13949  60.01%
# False positives:       928  4.28%
# False negatives:      9297  39.99%
# TCR(l=50): 0.417365  SpamRecall: 60.006%  SpamPrec: 93.762%

##### 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: 166428  96.49%
# Correctly spam:      66112  35.69%
# False positives:      6048  3.51%
# False negatives:    119129  64.31%
# TCR(l=50): 0.439450  SpamRecall: 35.690%  SpamPrec: 91.619%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20946  96.53%
# Correctly spam:       8346  35.90%
# False positives:       753  3.47%
# False negatives:     14900  64.10%
# TCR(l=50): 0.442360  SpamRecall: 35.903%  SpamPrec: 91.724%