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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 240526  38.894%  (99.699% of non-spam corpus)
# Correctly spam:     280775  45.402%  (74.443% of spam corpus)
# False positives:       725  0.117%  (0.301% of nonspam,  33429 weighted)
# False negatives:     96392  15.587%  (25.557% of spam, 156418 weighted)
# Average score for spam:  12.6    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 1.6
# TOTAL:              618418  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30078  99.67%
# Correctly spam:      35027  74.49%
# False positives:       100  0.33%
# False negatives:     11993  25.51%
# TCR(l=50): 2.767022  SpamRecall: 74.494%  SpamPrec: 99.715%

##### 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: 231937  96.14%
# Correctly spam:     216361  57.36%
# False positives:      9314  3.86%
# False negatives:    160806  42.64%
# TCR(l=50): 0.602017  SpamRecall: 57.365%  SpamPrec: 95.873%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29016  96.15%
# Correctly spam:      27046  57.52%
# False positives:      1162  3.85%
# False negatives:     19974  42.48%
# TCR(l=50): 0.602249  SpamRecall: 57.520%  SpamPrec: 95.881%