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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 160703  35.434%  (98.054% of non-spam corpus)
# Correctly spam:     262970  57.983%  (90.793% of spam corpus)
# False positives:      3190  0.703%  (1.946% of nonspam, 183385 weighted)
# False negatives:     26667  5.880%  (9.207% of spam,  63523 weighted)
# Average score for spam:  12.7    nonspam: -0.0
# Average for false-pos:   6.5  false-neg: 2.4
# TOTAL:              453530  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20269  98.12%
# Correctly spam:      32798  90.60%
# False positives:       389  1.88%
# False negatives:      3401  9.40%
# TCR(l=50): 1.584132  SpamRecall: 90.605%  SpamPrec: 98.828%

##### 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: 161834  98.74%
# Correctly spam:     192696  66.53%
# False positives:      2059  1.26%
# False negatives:     96941  33.47%
# TCR(l=50): 1.448975  SpamRecall: 66.530%  SpamPrec: 98.943%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20408  98.79%
# Correctly spam:      24012  66.33%
# False positives:       250  1.21%
# False negatives:     12187  33.67%
# TCR(l=50): 1.466318  SpamRecall: 66.333%  SpamPrec: 98.970%