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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 154391  47.117%  (99.440% of non-spam corpus)
# Correctly spam:     103122  31.471%  (59.810% of spam corpus)
# False positives:       870  0.266%  (0.560% of nonspam,  65456 weighted)
# False negatives:     69294  21.147%  (40.190% of spam, 199049 weighted)
# Average score for spam:  7.7    nonspam: -0.1
# Average for false-pos:   6.8  false-neg: 2.9
# TOTAL:              327677  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19431  99.45%
# Correctly spam:      13086  60.32%
# False positives:       108  0.55%
# False negatives:      8610  39.68%
# TCR(l=50): 1.548608  SpamRecall: 60.315%  SpamPrec: 99.181%

##### 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: 154838  99.73%
# Correctly spam:      43093  24.99%
# False positives:       423  0.27%
# False negatives:    129323  75.01%
# TCR(l=50): 1.145827  SpamRecall: 24.994%  SpamPrec: 99.028%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19493  99.76%
# Correctly spam:       5492  25.31%
# False positives:        46  0.24%
# False negatives:     16204  74.69%
# TCR(l=50): 1.172503  SpamRecall: 25.313%  SpamPrec: 99.169%