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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 228048  14.607%  (99.511% of non-spam corpus)
# Correctly spam:     1133272  72.586%  (85.074% of spam corpus)
# False positives:      1121  0.072%  (0.489% of nonspam, 400578 weighted)
# False negatives:    198836  12.735%  (14.926% of spam, 561689 weighted)
# Average score for spam:  10.0    nonspam: 0.5
# Average for false-pos:   6.1  false-neg: 2.8
# TOTAL:              1561277  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28563  99.47%
# Correctly spam:     142510  85.58%
# False positives:       151  0.53%
# False negatives:     24020  14.42%
# TCR(l=50): 5.274945  SpamRecall: 85.576%  SpamPrec: 99.894%

##### 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: 227531  99.29%
# Correctly spam:     943966  70.86%
# False positives:      1638  0.71%
# False negatives:    388142  29.14%
# TCR(l=50): 2.834019  SpamRecall: 70.863%  SpamPrec: 99.827%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28503  99.27%
# Correctly spam:     117930  70.82%
# False positives:       211  0.73%
# False negatives:     48600  29.18%
# TCR(l=50): 2.815385  SpamRecall: 70.816%  SpamPrec: 99.821%
