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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 243727  35.622%  (99.594% of non-spam corpus)
# Correctly spam:     383348  56.028%  (87.226% of spam corpus)
# False positives:       994  0.145%  (0.406% of nonspam, 136076 weighted)
# False negatives:     56140  8.205%  (12.774% of spam, 116802 weighted)
# Average score for spam:  16.2    nonspam: -0.8
# Average for false-pos:   7.6  false-neg: 2.1
# TOTAL:              684209  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30464  99.63%
# Correctly spam:      47874  87.38%
# False positives:       112  0.37%
# False negatives:      6914  12.62%
# TCR(l=50): 4.378136  SpamRecall: 87.380%  SpamPrec: 99.767%

##### 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: 243639  99.56%
# Correctly spam:     301091  68.51%
# False positives:      1082  0.44%
# False negatives:    138397  31.49%
# TCR(l=50): 2.283090  SpamRecall: 68.509%  SpamPrec: 99.642%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30454  99.60%
# Correctly spam:      37527  68.49%
# False positives:       122  0.40%
# False negatives:     17261  31.51%
# TCR(l=50): 2.345276  SpamRecall: 68.495%  SpamPrec: 99.676%