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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 537662  45.542%  (99.660% of non-spam corpus)
# Correctly spam:     493687  41.818%  (77.009% of spam corpus)
# False positives:      1833  0.155%  (0.340% of nonspam,  64479 weighted)
# False negatives:    147393  12.485%  (22.991% of spam, 322324 weighted)
# Average score for spam:  10.5    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 2.2
# TOTAL:              1180575  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  67169  99.68%
# Correctly spam:      61739  77.17%
# False positives:       217  0.32%
# False negatives:     18264  22.83%
# TCR(l=50): 2.747922  SpamRecall: 77.171%  SpamPrec: 99.650%

##### 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: 524016  97.13%
# Correctly spam:     278514  43.44%
# False positives:     15479  2.87%
# False negatives:    362566  56.56%
# TCR(l=50): 0.564075  SpamRecall: 43.444%  SpamPrec: 94.735%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  65522  97.23%
# Correctly spam:      35031  43.79%
# False positives:      1864  2.77%
# False negatives:     44972  56.21%
# TCR(l=50): 0.579010  SpamRecall: 43.787%  SpamPrec: 94.948%