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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 185397  13.490%  (99.221% of non-spam corpus)
# Correctly spam:     1120443  81.529%  (94.358% of spam corpus)
# False positives:      1456  0.106%  (0.779% of nonspam, 768497 weighted)
# False negatives:     66993  4.875%  (5.642% of spam, 145123 weighted)
# Average score for spam:  16.1    nonspam: -1.1
# Average for false-pos:   8.3  false-neg: 2.2
# TOTAL:              1374289  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23251  99.13%
# Correctly spam:     140120  94.47%
# False positives:       203  0.87%
# False negatives:      8198  5.53%
# TCR(l=50): 8.083606  SpamRecall: 94.473%  SpamPrec: 99.855%

##### 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: 184462  98.72%
# Correctly spam:     721942  60.80%
# False positives:      2391  1.28%
# False negatives:    465494  39.20%
# TCR(l=50): 2.029652  SpamRecall: 60.798%  SpamPrec: 99.670%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23149  98.70%
# Correctly spam:      90264  60.86%
# False positives:       305  1.30%
# False negatives:     58054  39.14%
# TCR(l=50): 2.023328  SpamRecall: 60.858%  SpamPrec: 99.663%