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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 257885  39.038%  (99.105% of non-spam corpus)
# Correctly spam:     263598  39.903%  (65.837% of spam corpus)
# False positives:      2329  0.353%  (0.895% of nonspam, 106918 weighted)
# False negatives:    136782  20.706%  (34.163% of spam, 333970 weighted)
# Average score for spam:  6.3    nonspam: 0.7
# Average for false-pos:   6.0  false-neg: 2.4
# TOTAL:              660594  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32172  98.96%
# Correctly spam:      33046  66.16%
# False positives:       337  1.04%
# False negatives:     16905  33.84%
# TCR(l=50): 1.479810  SpamRecall: 66.157%  SpamPrec: 98.991%

##### 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: 252900  97.19%
# Correctly spam:     126059  31.48%
# False positives:      7314  2.81%
# False negatives:    274321  68.52%
# TCR(l=50): 0.625573  SpamRecall: 31.485%  SpamPrec: 94.516%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31581  97.15%
# Correctly spam:      15506  31.04%
# False positives:       928  2.85%
# False negatives:     34445  68.96%
# TCR(l=50): 0.617861  SpamRecall: 31.042%  SpamPrec: 94.353%
