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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 128746  17.121%  (99.623% of non-spam corpus)
# Correctly spam:     534316  71.053%  (85.798% of spam corpus)
# False positives:       487  0.065%  (0.377% of nonspam, 173600 weighted)
# False negatives:     88448  11.762%  (14.202% of spam, 225488 weighted)
# Average score for spam:  10.1    nonspam: -1.2
# Average for false-pos:   7.4  false-neg: 2.5
# TOTAL:              751997  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16173  99.64%
# Correctly spam:      66644  85.70%
# False positives:        58  0.36%
# False negatives:     11117  14.30%
# TCR(l=50): 5.547621  SpamRecall: 85.704%  SpamPrec: 99.913%

##### 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: 129041  99.85%
# Correctly spam:     283394  45.51%
# False positives:       192  0.15%
# False negatives:    339370  54.49%
# TCR(l=50): 1.784577  SpamRecall: 45.506%  SpamPrec: 99.932%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16206  99.85%
# Correctly spam:      35452  45.59%
# False positives:        25  0.15%
# False negatives:     42309  54.41%
# TCR(l=50): 1.785188  SpamRecall: 45.591%  SpamPrec: 99.930%