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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 768810  44.289%  (99.622% of non-spam corpus)
# Correctly spam:     798757  46.014%  (82.843% of spam corpus)
# False positives:      2919  0.168%  (0.378% of nonspam, 110718 weighted)
# False negatives:    165426  9.530%  (17.157% of spam, 427970 weighted)
# Average score for spam:  12.5    nonspam: 0.6
# Average for false-pos:   6.1  false-neg: 2.6
# TOTAL:              1735912  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  95737  99.53%
# Correctly spam:     100067  83.09%
# False positives:       450  0.47%
# False negatives:     20367  16.91%
# TCR(l=50): 2.809480  SpamRecall: 83.089%  SpamPrec: 99.552%

##### 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: 756496  98.03%
# Correctly spam:     551252  57.17%
# False positives:     15233  1.97%
# False negatives:    412931  42.83%
# TCR(l=50): 0.820874  SpamRecall: 57.173%  SpamPrec: 97.311%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  94357  98.10%
# Correctly spam:      68522  56.90%
# False positives:      1830  1.90%
# False negatives:     51912  43.10%
# TCR(l=50): 0.839776  SpamRecall: 56.896%  SpamPrec: 97.399%