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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 903206  42.559%  (99.725% of non-spam corpus)
# Correctly spam:     519132  24.462%  (42.673% of spam corpus)
# False positives:      2492  0.117%  (0.275% of nonspam, 104564 weighted)
# False negatives:    697399  32.862%  (57.327% of spam, 1542968 weighted)
# Average score for spam:  5.3    nonspam: 0.6
# Average for false-pos:   6.2  false-neg: 2.2
# TOTAL:              2122229  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 112598  99.59%
# Correctly spam:      66821  43.98%
# False positives:       460  0.41%
# False negatives:     85128  56.02%
# TCR(l=50): 1.405270  SpamRecall: 43.976%  SpamPrec: 99.316%

##### 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: 892643  98.56%
# Correctly spam:     374616  30.79%
# False positives:     13055  1.44%
# False negatives:    841915  69.21%
# TCR(l=50): 0.813915  SpamRecall: 30.794%  SpamPrec: 96.632%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 111478  98.60%
# Correctly spam:      47187  31.05%
# False positives:      1580  1.40%
# False negatives:    104762  68.95%
# TCR(l=50): 0.826879  SpamRecall: 31.054%  SpamPrec: 96.760%