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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 163825  29.551%  (99.587% of non-spam corpus)
# Correctly spam:     375946  67.814%  (96.428% of spam corpus)
# False positives:       680  0.123%  (0.413% of nonspam, 102985 weighted)
# False negatives:     13925  2.512%  (3.572% of spam,  25490 weighted)
# Average score for spam:  15.9    nonspam: -0.6
# Average for false-pos:   6.4  false-neg: 1.8
# TOTAL:              554376  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20618  99.53%
# Correctly spam:      46862  96.41%
# False positives:        98  0.47%
# False negatives:      1746  3.59%
# TCR(l=50): 7.313873  SpamRecall: 96.408%  SpamPrec: 99.791%

##### 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: 164110  99.76%
# Correctly spam:     362604  93.01%
# False positives:       395  0.24%
# False negatives:     27267  6.99%
# TCR(l=50): 8.292128  SpamRecall: 93.006%  SpamPrec: 99.891%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20664  99.75%
# Correctly spam:      45183  92.95%
# False positives:        52  0.25%
# False negatives:      3425  7.05%
# TCR(l=50): 8.067718  SpamRecall: 92.954%  SpamPrec: 99.885%