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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 215189  34.293%  (99.546% of non-spam corpus)
# Correctly spam:     292073  46.545%  (71.007% of spam corpus)
# False positives:       982  0.156%  (0.454% of nonspam,  60955 weighted)
# False negatives:    119259  19.005%  (28.993% of spam, 219777 weighted)
# Average score for spam:  11.0    nonspam: 0.7
# Average for false-pos:   6.5  false-neg: 1.8
# TOTAL:              627503  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26954  99.53%
# Correctly spam:      36360  70.90%
# False positives:       127  0.47%
# False negatives:     14922  29.10%
# TCR(l=50): 2.410775  SpamRecall: 70.902%  SpamPrec: 99.652%

##### 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: 206290  95.43%
# Correctly spam:     214913  52.25%
# False positives:      9881  4.57%
# False negatives:    196419  47.75%
# TCR(l=50): 0.595728  SpamRecall: 52.248%  SpamPrec: 95.604%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25836  95.40%
# Correctly spam:      26542  51.76%
# False positives:      1245  4.60%
# False negatives:     24740  48.24%
# TCR(l=50): 0.589516  SpamRecall: 51.757%  SpamPrec: 95.519%