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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 171568  24.913%  (99.042% of non-spam corpus)
# Correctly spam:     329611  47.861%  (63.946% of spam corpus)
# False positives:      1660  0.241%  (0.958% of nonspam, 315430 weighted)
# False negatives:    185839  26.985%  (36.054% of spam, 478083 weighted)
# Average score for spam:  9.4    nonspam: -0.6
# Average for false-pos:   6.4  false-neg: 2.6
# TOTAL:              688678  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21577  99.11%
# Correctly spam:      41118  63.87%
# False positives:       193  0.89%
# False negatives:     23255  36.13%
# TCR(l=50): 1.956329  SpamRecall: 63.875%  SpamPrec: 99.533%

##### 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: 172345  99.49%
# Correctly spam:     174051  33.77%
# False positives:       883  0.51%
# False negatives:    341399  66.23%
# TCR(l=50): 1.336925  SpamRecall: 33.767%  SpamPrec: 99.495%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21668  99.53%
# Correctly spam:      21941  34.08%
# False positives:       102  0.47%
# False negatives:     42432  65.92%
# TCR(l=50): 1.354309  SpamRecall: 34.084%  SpamPrec: 99.537%