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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 536106  45.708%  (99.666% of non-spam corpus)
# Correctly spam:     488727  41.669%  (76.966% of spam corpus)
# False positives:      1796  0.153%  (0.334% of nonspam,  63027 weighted)
# False negatives:    146263  12.470%  (23.034% of spam, 321152 weighted)
# Average score for spam:  10.7    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 2.2
# TOTAL:              1172892  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  66957  99.66%
# Correctly spam:      61303  77.34%
# False positives:       229  0.34%
# False negatives:     17959  22.66%
# TCR(l=50): 2.695161  SpamRecall: 77.342%  SpamPrec: 99.628%

##### 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: 522788  97.19%
# Correctly spam:     277734  43.74%
# False positives:     15114  2.81%
# False negatives:    357256  56.26%
# TCR(l=50): 0.570544  SpamRecall: 43.738%  SpamPrec: 94.839%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  65310  97.21%
# Correctly spam:      34551  43.59%
# False positives:      1876  2.79%
# False negatives:     44711  56.41%
# TCR(l=50): 0.572243  SpamRecall: 43.591%  SpamPrec: 94.850%