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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 151007  42.230%  (99.639% of non-spam corpus)
# Correctly spam:     173066  48.399%  (84.000% of spam corpus)
# False positives:       547  0.153%  (0.361% of nonspam,  45133 weighted)
# False negatives:     32964  9.219%  (16.000% of spam,  74472 weighted)
# Average score for spam:  14.5    nonspam: -0.3
# Average for false-pos:   6.1  false-neg: 2.3
# TOTAL:              357584  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18986  99.63%
# Correctly spam:      21681  84.05%
# False positives:        70  0.37%
# False negatives:      4113  15.95%
# TCR(l=50): 3.388152  SpamRecall: 84.054%  SpamPrec: 99.678%

##### 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: 151315  99.84%
# Correctly spam:     118511  57.52%
# False positives:       239  0.16%
# False negatives:     87519  42.48%
# TCR(l=50): 2.071299  SpamRecall: 57.521%  SpamPrec: 99.799%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19023  99.83%
# Correctly spam:      14875  57.67%
# False positives:        33  0.17%
# False negatives:     10919  42.33%
# TCR(l=50): 2.052192  SpamRecall: 57.668%  SpamPrec: 99.779%