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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 169155  16.976%  (93.287% of non-spam corpus)
# Correctly spam:     646758  64.908%  (79.348% of spam corpus)
# False positives:     12173  1.222%  (6.713% of nonspam, 1463027 weighted)
# False negatives:    168334  16.894%  (20.652% of spam, 352714 weighted)
# Average score for spam:  7.9    nonspam: 0.7
# Average for false-pos:   5.3  false-neg: 2.1
# TOTAL:              996420  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21287  93.48%
# Correctly spam:      81521  80.22%
# False positives:      1484  6.52%
# False negatives:     20095  19.78%
# TCR(l=50): 1.077639  SpamRecall: 80.225%  SpamPrec: 98.212%

##### 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: 179477  98.98%
# Correctly spam:     182600  22.40%
# False positives:      1851  1.02%
# False negatives:    632492  77.60%
# TCR(l=50): 1.124200  SpamRecall: 22.402%  SpamPrec: 98.996%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22527  98.93%
# Correctly spam:      22716  22.35%
# False positives:       244  1.07%
# False negatives:     78900  77.65%
# TCR(l=50): 1.115434  SpamRecall: 22.355%  SpamPrec: 98.937%
