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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 327341  53.889%  (99.156% of non-spam corpus)
# Correctly spam:      78192  12.873%  (28.197% of spam corpus)
# False positives:      2786  0.459%  (0.844% of nonspam,  69841 weighted)
# False negatives:    199114  32.780%  (71.803% of spam, 522002 weighted)
# Average score for spam:  4.4    nonspam: 1.3
# Average for false-pos:   6.0  false-neg: 2.6
# TOTAL:              607433  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40834  99.22%
# Correctly spam:       9802  28.26%
# False positives:       320  0.78%
# False negatives:     24889  71.74%
# TCR(l=50): 0.848419  SpamRecall: 28.255%  SpamPrec: 96.839%

##### 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: 327686  99.26%
# Correctly spam:      58154  20.97%
# False positives:      2441  0.74%
# False negatives:    219152  79.03%
# TCR(l=50): 0.812733  SpamRecall: 20.971%  SpamPrec: 95.972%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40867  99.30%
# Correctly spam:       7302  21.05%
# False positives:       287  0.70%
# False negatives:     27389  78.95%
# TCR(l=50): 0.831141  SpamRecall: 21.049%  SpamPrec: 96.218%