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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 741079  55.857%  (99.510% of non-spam corpus)
# Correctly spam:     443194  33.404%  (76.148% of spam corpus)
# False positives:      3651  0.275%  (0.490% of nonspam,  82331 weighted)
# False negatives:    138826  10.464%  (23.852% of spam, 280805 weighted)
# Average score for spam:  10.0    nonspam: 0.6
# Average for false-pos:   5.8  false-neg: 2.0
# TOTAL:              1326750  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  92295  99.38%
# Correctly spam:      55134  75.93%
# False positives:       572  0.62%
# False negatives:     17482  24.07%
# TCR(l=50): 1.575800  SpamRecall: 75.925%  SpamPrec: 98.973%

##### 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: 730317  98.06%
# Correctly spam:     201126  34.56%
# False positives:     14413  1.94%
# False negatives:    380894  65.44%
# TCR(l=50): 0.528367  SpamRecall: 34.557%  SpamPrec: 93.313%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  91107  98.10%
# Correctly spam:      24974  34.39%
# False positives:      1760  1.90%
# False negatives:     47642  65.61%
# TCR(l=50): 0.535350  SpamRecall: 34.392%  SpamPrec: 93.417%