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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 262769  35.543%  (99.627% of non-spam corpus)
# Correctly spam:     340026  45.993%  (71.502% of spam corpus)
# False positives:       984  0.133%  (0.373% of nonspam,  64074 weighted)
# False negatives:    135521  18.331%  (28.498% of spam, 282063 weighted)
# Average score for spam:  8.3    nonspam: 0.5
# Average for false-pos:   7.2  false-neg: 2.1
# TOTAL:              739300  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32854  99.60%
# Correctly spam:      42506  71.63%
# False positives:       132  0.40%
# False negatives:     16836  28.37%
# TCR(l=50): 2.532087  SpamRecall: 71.629%  SpamPrec: 99.690%

##### 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: 254357  96.44%
# Correctly spam:     246860  51.91%
# False positives:      9396  3.56%
# False negatives:    228687  48.09%
# TCR(l=50): 0.680824  SpamRecall: 51.911%  SpamPrec: 96.333%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31790  96.37%
# Correctly spam:      30897  52.07%
# False positives:      1196  3.63%
# False negatives:     28445  47.93%
# TCR(l=50): 0.672469  SpamRecall: 52.066%  SpamPrec: 96.273%